Datasets:

ghostoverflow
/

ssh-scan

+# http://www.iana.org/assignments/iana-ipv4-special-registry/iana-ipv4-special-registry.xhtml
+# http://tools.ietf.org/html/rfc5735
+# "This" network
+0.0.0.0/8
+# Private networks
+10.0.0.0/8
+# Carrier-grade NAT - RFC 6598
+100.64.0.0/10
+# Host loopback
+127.0.0.0/8
+# Link local
+169.254.0.0/16
+# Private networks
+172.16.0.0/12
+# IETF Protocol Assignments
+192.0.0.0/24
+# DS-Lite
+192.0.0.0/29
+# NAT64
+192.0.0.170/32
+# DNS64
+192.0.0.171/32
+# Documentation (TEST-NET-1)
+192.0.2.0/24
+# 6to4 Relay Anycast
+192.88.99.0/24
+# Private networks
+192.168.0.0/16
+# Benchmarking
+198.18.0.0/15
+# Documentation (TEST-NET-2)
+198.51.100.0/24
+# Documentation (TEST-NET-3)
+203.0.113.0/24
+# Reserved
+240.0.0.0/4
+# Limited Broadcast
+255.255.255.255/32
+#Received: from elbmasnwh002.us-ct-eb01.gdeb.com ([153.11.13.41]
+# helo=ebsmtp.gdeb.com)	by mx1.gd-ms.com with esmtp (Exim 4.76)	(envelope-from
+# <[email protected]>)	id 1VS55c-0004qL-0F	for [email protected]; Fri, 04
+# Oct 2013 09:06:40 -0400
+#To: <[email protected]>
+#CC: <[email protected]>
+#Subject: Scanning and Probing our network
+#From: Robert Mandes <[email protected]>
+#Date: Fri, 4 Oct 2013 09:06:36 -0400
+#
+#Stop scanning and probing our network, 153.11.0.0/16.  We are a defense
+#contractor and report to Federal law enforcement authorities when scans
+#and probes are directed at our network.  I assume you don't want to be
+#part of that report.   Please permanently  remove our network range from
+#your current and future research.
+#
+#Thank you
+#
+#Robert Mandes
+#Information Security Officer
+#General Dynamics
+#Electric Boat
+#
+#C 860-625-0605
+#P 860-433-1553
+153.11.0.0/16
+#Date: Mon, 7 Oct 2013 17:25:41 -0700
+#Subject: Re: please stop the attack to our router
+#From: Di Li <[email protected]>
+#
+#Make sure you stop the scan immediately, that's not OK for any company or
+#organization scan our network at all.
+#
+#If you fail to do that we will block whole traffic from ASN 10439, and we
+#will file a police report after that.
+#
+#Let me know when you stop, since we still receive the attack from you, and
+#by the way your scan are not going anywhere, it's was dropped from our edge
+#since the first 5 scan
+#
+#Oct  7 17:17:32:I:SNMP: Auth. failure, intruder IP:  209.126.230.72
+#...
+#Oct  7 16:55:27:I:SNMP: Auth. failure, intruder IP:  209.126.230.72
+#
+#Di
+4.53.201.0/24
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+#Received: from [194.77.40.242] (HELO samba.agouros.de)
+# for [email protected]; Sat, 12 Oct 2013 09:55:35 -0500
+#Received: from rumba.agouros.de (rumba-internal [192.168.8.1])	by
+# samba.agouros.de (Postfix) with ESMTPS id 9055FBAD1D	for
+# <[email protected]>; Sat, 12 Oct 2013 16:55:32 +0200 (CEST)
+#Received: from rumba.agouros.de (localhost [127.0.0.1])	by rumba.agouros.de
+# (Postfix) with ESMTP id 7B5DD206099	for <[email protected]>; Sat, 12 Oct
+# 2013 16:55:32 +0200 (CEST)
+#Received: from localhost.localdomain (localhost [127.0.0.1])	by
+# rumba.agouros.de (Postfix) with ESMTP id 5FBC420601D	for
+# <[email protected]>; Sat, 12 Oct 2013 16:55:32 +0200 (CEST)
+#To: <[email protected]>
+#Subject: Loginattempts from Your net
+#Message-ID: <[email protected]>
+#Date: Sat, 12 Oct 2013 16:55:32 +0200
+#From: <[email protected]>
+#
+#The address 209.126.230.72 from Your network tried to log in to
+#our network using Port 22 (1)/tcp. Below You will find a listing of the dates and
+#times the incidents occured as well as the attacked IP-Addresses.
+#This is a matter of concern for us and continued tries might result in
+#legal action. If the machine was victim to a hack take it offline, repair
+#the damage and use better protection next time.
+#The times included are in Central European (Summer) Time.
+#Date	Sourceip	port	destips
+#
+#07.10.2013 22:34:40 CEST	209.126.230.72	22	194.77.40.242 (1)
+#08.10.2013 01:44:15 CEST	209.126.230.72	22	194.77.40.246 (1)
+#
+#Regards,
+#Konstantin Agouros
+194.77.40.242
+194.77.40.246
+#Received: from [165.160.9.58] (HELO mx2.cscinfo.com)
+#X-Virus-Scanned: amavisd-new at cscinfo.com
+#Received: from mx2.cscinfo.com ([127.0.0.1])	by localhost
+# (plmail02.wil.csc.local [127.0.0.1]) (amavisd-new, port 10024)	with ESMTP id
+# GGQ7EiQaK2P0 for <[email protected]>;	Wed, 30 Oct 2013 09:26:00 -0400
+# (EDT)
+#Received: from casarray.cscinfo.com (pwmailch02.cscinfo.com [172.20.53.94])	by
+# mx2.cscinfo.com (Postfix) with ESMTPS id 4BA5E58170	for
+# <[email protected]>; Wed, 30 Oct 2013 09:26:00 -0400 (EDT)
+#Received: from PWMAILM02.cscinfo.com ([169.254.7.52]) by
+# PWMAILCH02.cscinfo.com ([172.20.53.94]) with mapi id 14.02.0247.003; Wed, 30
+# Oct 2013 09:26:00 -0400
+#From: "Derksen, Bill" <[email protected]>
+#Subject: Unauthorized Scanning
+#Date: Wed, 30 Oct 2013 13:25:59 +0000
+#Message-ID: <[email protected]>
+#x-originating-ip: [172.31.252.72]
+#
+#We have detected unauthorized activity from your systems on our public netw=
+#ork.   Please suspend scanning of our networks immediately.
+#
+#Our network block is 165.160/16
+#
+#Further scanning will result in reports of unauthorized activity being file=
+#d with law enforcement agencies.
+#
+#Corporation Service Company
+#
+#
+#
+#________________________________
+#
+#NOTICE: This e-mail and any attachments is intended only for use by the add=
+#ressee(s) named herein and may contain legally privileged, proprietary or c=
+#onfidential information. If you are not the intended recipient of this e-ma=
+#il, you are hereby notified that any dissemination, distribution or copying=
+# of this email, and any attachments thereto, is strictly prohibited. If you=
+# receive this email in error please immediately notify me via reply email o=
+#r at (800) 927-9800 and permanently delete the original copy and any copy o=
+#f any e-mail, and any printout.
+165.160.0.0/16
+#******************************
+#Greetings from the IT Security Team at Utah State University.
+#
+#We have detected network activity that might be suspicious or
+#malicious. We think it might be sourced from your network. We
+#include IP Addresses as well as description, log snippets, and
+#other useful information.
+#
+#Please review this information or forward to the responsible person.
+129.123.0.0/16
+144.39.0.0/16
+204.113.91.0/24
+#On Friday, November 17th 2017 starting at 03:39 EST (UTC-5:00), part of the
+#Physics Network at McGill University (132.206.9.0/24, 132.206.123.0/24
+#and/or 132.206.125.0/24) was scanned from xxx.xxx.xxx.xxx (see syslog
+#snippet below). The scan targetted the domain service (port 53/udp). We
+#consider this scan to be an attempt to unlawfully access or abuse our
+#network (intentionally or as a result of virus or worm activity).
+132.206.9.0/24
+132.206.123.0/24
+132.206.125.0/24
+#
+# Add DOD + US Military, often not a great idea to scan military ranges.
+# If you desire, you can comment these ranges out.
+#
+6.0.0.0/8
+7.0.0.0/8
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+#******************************
+#Janet is a UK research and education network!
+#Please DO NOT scan, you been warned!
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out.parquet ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:17437ecbd9f79fc782a5f03b2504ccbdc5c307c32914cb4ae6778f20744a855d
+size 248518017

process.py ADDED Viewed

	@@ -0,0 +1,54 @@

+import json
+import pandas as pd
+import sys
+from tqdm import tqdm
+import uuid
+def main(input_file, output_file):
+    # Read JSON data from file
+    with open(input_file, 'r') as f:
+        data = json.load(f)
+    # Process each entry and create a list of dictionaries for DataFrame
+    records = []
+    for entry in tqdm(data):
+        try:
+            ip = entry['ip']
+            for port in entry['ports']:
+                # Initialize service fields
+                service_name = None
+                service_banner = None
+                # Extract service information if available
+                if 'service' in port:
+                    service = port['service']
+                    service_name = service.get('name')
+                    service_banner = service.get('banner')
+                # Create record with consistent fields
+                record = {
+                    'ip': str(uuid.uuid4()),
+                    'service_name': service_name,
+                    'service_banner': service_banner
+                }
+                if service_banner is not None:
+                    records.append(record)
+        except KeyError as e:
+            print(f"Keyerror on following entry: `{entry}`... skipping!")
+            pass
+    # Create DataFrame
+    df = pd.DataFrame(records)
+    # Write to Parquet format
+    df.to_parquet(output_file)
+    print(f"Successfully saved Parquet file to {output_file}")
+if __name__ == "__main__":
+    if len(sys.argv) != 3:
+        print("Usage: python script.py <input.json> <output.parquet>")
+        sys.exit(1)
+    input_json = sys.argv[1]
+    output_parquet = sys.argv[2]
+    main(input_json, output_parquet)