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ts
float64 | uid
string | id.orig_h
string | id.orig_p
int64 | id.resp_h
string | id.resp_p
int64 | proto
string | service
string | duration
float64 | orig_bytes
int64 | resp_bytes
int64 | conn_state
string | local_orig
float64 | local_resp
float64 | missed_bytes
int64 | history
string | orig_pkts
int64 | orig_ip_bytes
int64 | resp_pkts
int64 | resp_ip_bytes
int64 | label
string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
null | null | null | 27,275 | null | 53 |
udp
|
dns
| 0.01397 | 40 | 56 |
SF
| null | null | 0 |
Dd
| 1 | 68 | 1 | 84 |
Benign
|
null | null | null | 8 | null | 0 |
icmp
| null | 0.011492 | 560 | 560 |
OTH
| null | null | 0 | null | 10 | 840 | 10 | 840 |
Benign
|
null | null | null | 45,437 | null | 123 |
udp
| null | null | null | null |
S0
| null | null | 0 |
D
| 1 | 76 | 0 | 0 |
Benign
|
null | null | null | 32,800 | null | 123 |
udp
| null | null | null | null |
S0
| null | null | 0 |
D
| 1 | 76 | 0 | 0 |
Benign
|
null | null | null | 5,353 | null | 5,353 |
udp
|
dns
| null | null | null |
S0
| null | null | 0 |
D
| 1 | 465 | 0 | 0 |
Benign
|
null | null | null | 5,353 | null | 5,353 |
udp
|
dns
| null | null | null |
S0
| null | null | 0 |
D
| 1 | 489 | 0 | 0 |
Benign
|
null | null | null | 5,353 | null | 5,353 |
udp
|
dns
| null | null | null |
S0
| null | null | 0 |
D
| 1 | 485 | 0 | 0 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 58.826916 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 36,157 | null | 443 |
tcp
|
ssl
| 8.758488 | 6,831 | 4,865 |
S3
| null | null | 0 |
ShADadf
| 18 | 7,571 | 15 | 5,473 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 60.670787 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 40,673 | null | 80 |
tcp
| null | 0.240411 | 0 | 0 |
SF
| null | null | 0 |
ShAFfa
| 5 | 268 | 4 | 228 |
Benign
|
null | null | null | 40,674 | null | 80 |
tcp
| null | 0.246368 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 36,988 | null | 80 |
tcp
|
http
| 300.463883 | 146 | 775 |
SF
| null | null | 0 |
ShADadfF
| 11 | 606 | 5 | 987 |
Benign
|
null | null | null | 40,675 | null | 80 |
tcp
| null | 0.248071 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 37,475 | null | 443 |
tcp
| null | 0.115086 | 259 | 110 |
OTH
| null | null | 0 |
DdA
| 2 | 339 | 1 | 150 |
Benign
|
null | null | null | 42,684 | null | 53 |
udp
|
dns
| 0.013631 | 43 | 111 |
SF
| null | null | 0 |
Dd
| 1 | 71 | 1 | 139 |
Benign
|
null | null | null | 36,988 | null | 80 |
tcp
| null | null | null | null |
SH
| null | null | 0 |
F
| 1 | 40 | 0 | 0 |
Benign
|
null | null | null | 58,788 | null | 80 |
tcp
|
http
| 0.275087 | 135 | 238 |
SF
| null | null | 0 |
ShADafF
| 4 | 315 | 4 | 406 |
Benign
|
null | null | null | 32,812 | null | 80 |
tcp
|
http
| 0.288113 | 157 | 371 |
SF
| null | null | 0 |
ShADafF
| 4 | 337 | 4 | 539 |
Benign
|
null | null | null | 48,301 | null | 53 |
udp
|
dns
| 0.011098 | 40 | 56 |
SF
| null | null | 0 |
Dd
| 1 | 68 | 1 | 84 |
Benign
|
null | null | null | 51,885 | null | 53 |
udp
|
dns
| 0.011173 | 40 | 56 |
SF
| null | null | 0 |
Dd
| 1 | 68 | 1 | 84 |
Benign
|
null | null | null | 8 | null | 0 |
icmp
| null | 0.014213 | 560 | 560 |
OTH
| null | null | 0 | null | 10 | 840 | 10 | 840 |
Benign
|
null | null | null | 60,624 | null | 123 |
udp
| null | null | null | null |
S0
| null | null | 0 |
D
| 1 | 76 | 0 | 0 |
Benign
|
null | null | null | 35,970 | null | 123 |
udp
| null | null | null | null |
S0
| null | null | 0 |
D
| 1 | 76 | 0 | 0 |
Benign
|
null | null | null | 36,157 | null | 443 |
tcp
| null | 0.116098 | 53 | 0 |
RSTR
| null | null | 0 |
DRr
| 2 | 133 | 1 | 40 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 60.233848 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 44,191 | null | 53 |
udp
|
dns
| 0.018503 | 46 | 62 |
SF
| null | null | 0 |
Dd
| 1 | 74 | 1 | 90 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 59.204685 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 40,676 | null | 80 |
tcp
| null | 0.305297 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 40,677 | null | 80 |
tcp
| null | 0.244991 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 55,933 | null | 80 |
tcp
|
http
| 300.533946 | 146 | 775 |
SF
| null | null | 0 |
ShADadfF
| 11 | 606 | 5 | 987 |
Benign
|
null | null | null | 40,678 | null | 80 |
tcp
| null | 0.24192 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 60,697 | null | 53 |
udp
|
dns
| 0.01339 | 43 | 111 |
SF
| null | null | 0 |
Dd
| 1 | 71 | 1 | 139 |
Benign
|
null | null | null | 55,933 | null | 80 |
tcp
| null | null | null | null |
SH
| null | null | 0 |
F
| 1 | 40 | 0 | 0 |
Benign
|
null | null | null | 33,978 | null | 80 |
tcp
|
http
| 0.234644 | 157 | 371 |
SF
| null | null | 0 |
ShADafF
| 4 | 337 | 4 | 539 |
Benign
|
null | null | null | 60,965 | null | 80 |
tcp
|
http
| 0.243804 | 135 | 238 |
SF
| null | null | 0 |
ShADafF
| 4 | 315 | 4 | 406 |
Benign
|
null | null | null | 12,103 | null | 53 |
udp
|
dns
| 0.050688 | 40 | 56 |
SF
| null | null | 0 |
Dd
| 1 | 68 | 1 | 84 |
Benign
|
null | null | null | 62,027 | null | 53 |
udp
|
dns
| 0.047712 | 40 | 56 |
SF
| null | null | 0 |
Dd
| 1 | 68 | 1 | 84 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 59.994427 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 8 | null | 0 |
icmp
| null | 0.014001 | 560 | 560 |
OTH
| null | null | 0 | null | 10 | 840 | 10 | 840 |
Benign
|
null | null | null | 44,002 | null | 123 |
udp
| null | null | null | null |
S0
| null | null | 0 |
D
| 1 | 76 | 0 | 0 |
Benign
|
null | null | null | 46,339 | null | 123 |
udp
| null | null | null | null |
S0
| null | null | 0 |
D
| 1 | 76 | 0 | 0 |
Benign
|
null | null | null | 38,721 | null | 443 |
tcp
| null | 0.162787 | 241 | 92 |
OTH
| null | null | 0 |
DdA
| 2 | 321 | 1 | 132 |
Benign
|
null | null | null | 50,799 | null | 443 |
tcp
|
ssl
| 300.108955 | 6,164 | 4,865 |
SF
| null | null | 0 |
ShADadfFr
| 22 | 7,088 | 19 | 6,081 |
Benign
|
null | null | null | 38,787 | null | 53 |
udp
|
dns
| 0.018964 | 46 | 62 |
SF
| null | null | 0 |
Dd
| 1 | 74 | 1 | 90 |
Benign
|
null | null | null | 47,722 | null | 443 |
tcp
|
ssl
| 27.78672 | 4,773 | 4,865 |
RSTR
| null | null | 0 |
ShADadfr
| 19 | 5,577 | 19 | 6,081 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 59.327649 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 5,353 | null | 5,353 |
udp
|
dns
| 7.007161 | 804 | 0 |
S0
| null | null | 0 |
D
| 4 | 916 | 0 | 0 |
Benign
|
null | null | null | 5,353 | null | 5,353 |
udp
|
dns
| 7.00717 | 804 | 0 |
S0
| null | null | 0 |
D
| 4 | 916 | 0 | 0 |
Benign
|
null | null | null | 5,353 | null | 5,353 |
udp
|
dns
| 7.007171 | 804 | 0 |
S0
| null | null | 0 |
D
| 4 | 996 | 0 | 0 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 59.1462 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 40,679 | null | 80 |
tcp
| null | 0.234259 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 40,680 | null | 80 |
tcp
| null | 0.239786 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 33,407 | null | 80 |
tcp
|
http
| 300.474278 | 146 | 775 |
SF
| null | null | 0 |
ShADadfF
| 11 | 606 | 5 | 987 |
Benign
|
null | null | null | 40,681 | null | 80 |
tcp
| null | 0.241885 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 55,148 | null | 53 |
udp
|
dns
| 0.023676 | 43 | 111 |
SF
| null | null | 0 |
Dd
| 1 | 71 | 1 | 139 |
Benign
|
null | null | null | 36,707 | null | 53 |
udp
|
dns
| 0.011557 | 36 | 68 |
SF
| null | null | 0 |
Dd
| 1 | 64 | 1 | 96 |
Benign
|
null | null | null | 2,747 | null | 53 |
udp
|
dns
| 0.003121 | 36 | 68 |
SF
| null | null | 0 |
Dd
| 1 | 64 | 1 | 96 |
Benign
|
null | null | null | 33,407 | null | 80 |
tcp
| null | null | null | null |
SH
| null | null | 0 |
F
| 1 | 40 | 0 | 0 |
Benign
|
null | null | null | 46,786 | null | 80 |
tcp
|
http
| 0.235654 | 135 | 238 |
SF
| null | null | 0 |
ShADafF
| 4 | 315 | 4 | 406 |
Benign
|
null | null | null | 48,754 | null | 80 |
tcp
|
http
| 0.246422 | 157 | 371 |
SF
| null | null | 0 |
ShADafF
| 4 | 337 | 4 | 539 |
Benign
|
null | null | null | 42,689 | null | 53 |
udp
|
dns
| 0.012283 | 40 | 56 |
SF
| null | null | 0 |
Dd
| 1 | 68 | 1 | 84 |
Benign
|
null | null | null | 23,091 | null | 53 |
udp
|
dns
| 0.010412 | 40 | 56 |
SF
| null | null | 0 |
Dd
| 1 | 68 | 1 | 84 |
Benign
|
null | null | null | 8 | null | 0 |
icmp
| null | 0.018164 | 560 | 560 |
OTH
| null | null | 0 | null | 10 | 840 | 10 | 840 |
Benign
|
null | null | null | 39,142 | null | 123 |
udp
| null | null | null | null |
S0
| null | null | 0 |
D
| 1 | 76 | 0 | 0 |
Benign
|
null | null | null | 60,168 | null | 123 |
udp
| null | null | null | null |
S0
| null | null | 0 |
D
| 1 | 76 | 0 | 0 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 58.111737 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 30,138 | null | 53 |
udp
|
dns
| 0.012046 | 46 | 62 |
SF
| null | null | 0 |
Dd
| 1 | 74 | 1 | 90 |
Benign
|
null | null | null | 37,664 | null | 443 |
tcp
|
ssl
| 58.276957 | 5,983 | 4,865 |
RSTR
| null | null | 0 |
ShADadfr
| 20 | 6,827 | 18 | 6,041 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 59.843658 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 40,682 | null | 80 |
tcp
| null | 0.238507 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 40,683 | null | 80 |
tcp
| null | 0.241418 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 40,075 | null | 80 |
tcp
|
http
| 300.426372 | 146 | 775 |
SF
| null | null | 0 |
ShADadfF
| 11 | 606 | 5 | 987 |
Benign
|
null | null | null | 40,684 | null | 80 |
tcp
| null | 0.234004 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 14,337 | null | 53 |
udp
|
dns
| 0.01082 | 43 | 111 |
SF
| null | null | 0 |
Dd
| 1 | 71 | 1 | 139 |
Benign
|
null | null | null | 40,075 | null | 80 |
tcp
| null | null | null | null |
SH
| null | null | 0 |
F
| 1 | 40 | 0 | 0 |
Benign
|
null | null | null | 40,965 | null | 80 |
tcp
|
http
| 0.234174 | 157 | 371 |
SF
| null | null | 0 |
ShADafF
| 4 | 337 | 4 | 539 |
Benign
|
null | null | null | 42,133 | null | 53 |
udp
|
dns
| 0.010317 | 40 | 56 |
SF
| null | null | 0 |
Dd
| 1 | 68 | 1 | 84 |
Benign
|
null | null | null | 8 | null | 0 |
icmp
| null | 0.009561 | 560 | 560 |
OTH
| null | null | 0 | null | 10 | 840 | 10 | 840 |
Benign
|
null | null | null | 51,298 | null | 123 |
udp
| null | 0.189072 | 48 | 48 |
SF
| null | null | 0 |
Dd
| 1 | 76 | 1 | 76 |
Benign
|
null | null | null | 49,490 | null | 123 |
udp
| null | null | null | null |
S0
| null | null | 0 |
D
| 1 | 76 | 0 | 0 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 60.43871 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 59.759115 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 52,557 | null | 53 |
udp
|
dns
| 0.010992 | 46 | 62 |
SF
| null | null | 0 |
Dd
| 1 | 74 | 1 | 90 |
Benign
|
null | null | null | 40,685 | null | 80 |
tcp
| null | 0.239427 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 40,686 | null | 80 |
tcp
| null | 0.240395 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 56,304 | null | 80 |
tcp
|
http
| 300.486431 | 146 | 775 |
SF
| null | null | 0 |
ShADadfF
| 11 | 606 | 5 | 987 |
Benign
|
null | null | null | 40,687 | null | 80 |
tcp
| null | 0.242201 | 0 | 0 |
SF
| null | null | 0 |
ShAFf
| 4 | 216 | 2 | 112 |
Benign
|
null | null | null | 8,857 | null | 53 |
udp
|
dns
| 0.03056 | 43 | 111 |
SF
| null | null | 0 |
Dd
| 1 | 71 | 1 | 139 |
Benign
|
null | null | null | 56,304 | null | 80 |
tcp
| null | null | null | null |
SH
| null | null | 0 |
F
| 1 | 40 | 0 | 0 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 59.425532 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 59,145 | null | 443 |
tcp
|
ssl
| 63.445547 | 3,669 | 4,865 |
RSTR
| null | null | 0 |
ShADadfr
| 18 | 4,433 | 17 | 6,001 |
Benign
|
null | null | null | 8 | null | 0 |
icmp
| null | 0.015335 | 560 | 560 |
OTH
| null | null | 0 | null | 10 | 840 | 10 | 840 |
Benign
|
null | null | null | 58,479 | null | 123 |
udp
| null | 0.187485 | 48 | 48 |
SF
| null | null | 0 |
Dd
| 1 | 76 | 1 | 76 |
Benign
|
null | null | null | 51,962 | null | 123 |
udp
| null | 0.190066 | 48 | 48 |
SF
| null | null | 0 |
Dd
| 1 | 76 | 1 | 76 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 60.110865 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
null | null | null | 5,353 | null | 5,353 |
udp
|
dns
| 7.007755 | 1,087 | 0 |
S0
| null | null | 0 |
D
| 6 | 1,255 | 0 | 0 |
Benign
|
null | null | null | 5,353 | null | 5,353 |
udp
|
dns
| 7.007896 | 1,216 | 0 |
S0
| null | null | 0 |
D
| 6 | 1,384 | 0 | 0 |
Benign
|
null | null | null | 5,353 | null | 5,353 |
udp
|
dns
| 7.007733 | 1,087 | 0 |
S0
| null | null | 0 |
D
| 6 | 1,375 | 0 | 0 |
Benign
|
null | null | null | 68 | null | 67 |
udp
|
dhcp
| 59.46025 | 3,000 | 0 |
S0
| null | null | 0 |
D
| 10 | 3,280 | 0 | 0 |
Benign
|
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