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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 | 123
| null | 123
|
udp
| null | 0.358064
| 96
| 96
|
SF
| null | null | 0
|
Dd
| 2
| 152
| 2
| 152
|
Benign
|
null | null | null | 123
| null | 123
|
udp
| null | 0.363551
| 96
| 96
|
SF
| null | null | 0
|
Dd
| 2
| 152
| 2
| 152
|
Benign
|
null | null | null | 17,832
| null | 37,215
|
tcp
| null | 3.722382
| 0
| 0
|
REJ
| null | null | 0
|
Sr
| 2
| 80
| 2
| 80
|
Malicious
|
null | null | null | 123
| null | 123
|
udp
| null | 0.21913
| 96
| 96
|
SF
| null | null | 0
|
Dd
| 2
| 152
| 2
| 152
|
Benign
|
null | null | null | 18,088
| null | 8,080
|
tcp
| null | 0.263848
| 0
| 0
|
REJ
| null | null | 0
|
Sr
| 2
| 80
| 2
| 80
|
Benign
|
null | null | null | 8,081
| null | 17,576
|
tcp
| null | 0.000008
| 0
| 0
|
RSTOS0
| null | null | 0
|
R
| 2
| 80
| 0
| 0
|
Benign
|
null | null | null | 41,812
| null | 666
|
tcp
| null | 3.210168
| 0
| 0
|
REJ
| null | null | 0
|
Sr
| 6
| 360
| 2
| 80
|
Malicious
|
null | null | null | 123
| null | 123
|
udp
| null | 0.116435
| 96
| 96
|
SF
| null | null | 0
|
Dd
| 2
| 152
| 2
| 152
|
Benign
|
null | null | null | 18,088
| null | 80
|
tcp
| null | 0.643376
| 0
| 0
|
RSTO
| null | null | 0
|
ShR
| 4
| 160
| 2
| 88
|
Benign
|
null | null | null | 46,866
| null | 80
|
tcp
| null | 3.147458
| 0
| 0
|
S0
| null | null | 0
|
S
| 6
| 360
| 0
| 0
|
Malicious
|
null | null | null | 11
| null | 0
|
icmp
| null | 0.000005
| 56
| 0
|
OTH
| null | null | 0
| null | 2
| 112
| 0
| 0
|
Benign
|
null | null | null | 17,832
| null | 37,215
|
tcp
| null | 0.000197
| 0
| 0
|
S0
| null | null | 0
|
S
| 2
| 80
| 0
| 0
|
Malicious
|
null | null | null | 123
| null | 123
|
udp
| null | 0.30683
| 96
| 96
|
SF
| null | null | 0
|
Dd
| 2
| 152
| 2
| 152
|
Benign
|
null | null | null | 17,576
| null | 8,081
|
tcp
| null | 0.282825
| 0
| 0
|
REJ
| null | null | 0
|
Sr
| 2
| 80
| 2
| 80
|
Benign
|
null | null | null | 41,816
| null | 666
|
tcp
| null | 3.198424
| 0
| 0
|
REJ
| null | null | 0
|
Sr
| 6
| 360
| 2
| 80
|
Malicious
|
null | null | null | 17,576
| null | 8,081
|
tcp
| null | 0.189906
| 0
| 0
|
REJ
| null | null | 0
|
Sr
| 2
| 80
| 2
| 80
|
Benign
|
null | null | null | 123
| null | 123
|
udp
| null | 0.005246
| 96
| 96
|
SF
| null | null | 0
|
Dd
| 2
| 152
| 2
| 152
|
Benign
|
null | null | null | 18,088
| null | 8,080
|
tcp
| null | 0.3408
| 0
| 0
|
REJ
| null | null | 0
|
Sr
| 2
| 80
| 2
| 80
|
Benign
|
null | null | null | 18,344
| null | 52,869
|
tcp
| null | 0.337573
| 0
| 0
|
REJ
| null | null | 0
|
Sr
| 2
| 80
| 2
| 80
|
Malicious
|
null | null | null | 41,818
| null | 666
|
tcp
| null | 3.118976
| 0
| 0
|
S0
| null | null | 0
|
S
| 6
| 360
| 0
| 0
|
Malicious
|
null | null | null | 3
| null | 1
|
icmp
| null | 0.000006
| 56
| 0
|
OTH
| null | null | 0
| null | 2
| 112
| 0
| 0
|
Benign
|
null | null | null | 41,818
| null | 666
|
tcp
| null | 0.000006
| 0
| 0
|
S0
| null | null | 0
|
S
| 2
| 120
| 0
| 0
|
Malicious
|
null | null | null | 18,344
| null | 52,869
|
tcp
| null | 0.381531
| 0
| 0
|
REJ
| null | null | 0
|
Sr
| 2
| 80
| 2
| 80
|
Malicious
|
null | null | null | 17,576
| null | 8,081
|
tcp
| null | 0.059215
| 0
| 0
|
RSTO
| null | null | 0
|
ShR
| 4
| 160
| 2
| 88
|
Benign
|
null | null | null | 56,840
| null | 8,081
|
tcp
| null | 3.144207
| 0
| 0
|
S0
| null | null | 0
|
S
| 6
| 360
| 0
| 0
|
Malicious
|
null | null | null | 123
| null | 123
|
udp
| null | 0.114937
| 96
| 96
|
SF
| null | null | 0
|
Dd
| 2
| 152
| 2
| 152
|
Benign
|
null | null | null | 41,818
| null | 666
|
tcp
| null | 0.000005
| 0
| 0
|
S0
| null | null | 0
|
S
| 2
| 120
| 0
| 0
|
Malicious
|
null | null | null | 123
| null | 123
|
udp
| null | 0.145175
| 96
| 96
|
SF
| null | null | 0
|
Dd
| 2
| 152
| 2
| 152
|
Benign
|
null | null | null | 123
| null | 123
|
udp
| null | 0.15091
| 96
| 96
|
SF
| null | null | 0
|
Dd
| 2
| 152
| 2
| 152
|
Benign
|
null | null | null | 17,576
| null | 8,081
|
tcp
| null | 0.132682
| 0
| 0
|
REJ
| null | null | 0
|
Sr
| 2
| 80
| 2
| 80
|
Benign
|
null | null | null | 3
| null | 0
|
icmp
| null | 0.000007
| 80
| 0
|
OTH
| null | null | 0
| null | 2
| 136
| 0
| 0
|
Benign
|
null | null | null | 3
| null | 0
|
icmp
| null | 0.000006
| 80
| 0
|
OTH
| null | null | 0
| null | 2
| 136
| 0
| 0
|
Benign
|
null | null | null | 18,344
| null | 52,869
|
tcp
| null | 2.023597
| 0
| 0
|
S0
| null | null | 0
|
S
| 4
| 160
| 0
| 0
|
Malicious
|
null | null | null | 123
| null | 123
|
udp
| null | 0.214134
| 96
| 96
|
SF
| null | null | 0
|
Dd
| 2
| 152
| 2
| 152
|
Benign
|
null | null | null | 46,439
| null | 53
|
udp
|
dns
| 5.005154
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 55,174
| null | 53
|
udp
|
dns
| 0.002246
| 90
| 90
|
SF
| null | null | 0
|
Dd
| 2
| 146
| 2
| 146
|
Benign
|
null | null | null | 40,788
| null | 53
|
udp
|
dns
| 5.005157
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 56,655
| null | 53
|
udp
|
dns
| 0.001999
| 90
| 90
|
SF
| null | null | 0
|
Dd
| 2
| 146
| 2
| 146
|
Benign
|
null | null | null | 52,983
| null | 53
|
udp
|
dns
| 5.001404
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 37,651
| null | 53
|
udp
|
dns
| 5.001156
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 59,986
| null | 53
|
udp
|
dns
| 0.028733
| 90
| 90
|
SF
| null | null | 0
|
Dd
| 2
| 146
| 2
| 146
|
Benign
|
null | null | null | 57,311
| null | 53
|
udp
|
dns
| 0.002502
| 90
| 90
|
SF
| null | null | 0
|
Dd
| 2
| 146
| 2
| 146
|
Benign
|
null | null | null | 47,530
| null | 53
|
udp
|
dns
| 5.005154
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 40,594
| null | 53
|
udp
|
dns
| 0.005743
| 90
| 90
|
SF
| null | null | 0
|
Dd
| 2
| 146
| 2
| 146
|
Benign
|
null | null | null | 60,797
| null | 53
|
udp
|
dns
| 5.005153
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 58,326
| null | 53
|
udp
|
dns
| 0.011986
| 90
| 90
|
SF
| null | null | 0
|
Dd
| 2
| 146
| 2
| 146
|
Benign
|
null | null | null | 36,131
| null | 53
|
udp
|
dns
| 5.005155
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 35,291
| null | 53
|
udp
|
dns
| 0.030732
| 78
| 103
|
SF
| null | null | 0
|
Dd
| 2
| 134
| 1
| 131
|
Benign
|
null | null | null | 51,079
| null | 53
|
udp
|
dns
| 0.002497
| 39
| 103
|
SF
| null | null | 0
|
Dd
| 1
| 67
| 1
| 131
|
Benign
|
null | null | null | 40,645
| null | 53
|
udp
|
dns
| null | null | null |
S0
| null | null | 0
|
D
| 1
| 67
| 0
| 0
|
Benign
|
null | null | null | 60,880
| null | 53
|
udp
|
dns
| 0.001757
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 34,031
| null | 53
|
udp
|
dns
| 5.005153
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 34,984
| null | 53
|
udp
|
dns
| 0.001501
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 47,994
| null | 53
|
udp
|
dns
| 0.000748
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 32,777
| null | 53
|
udp
|
dns
| 5.00515
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 43,196
| null | 53
|
udp
|
dns
| 0.000999
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 51,104
| null | 53
|
udp
|
dns
| 0.000748
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 59,325
| null | 53
|
udp
|
dns
| 5.010399
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 50,434
| null | 53
|
udp
|
dns
| 0.000749
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 123
| null | 123
|
udp
| null | null | null | null |
S0
| null | null | 0
|
D
| 1
| 76
| 0
| 0
|
Benign
|
null | null | null | 50,394
| null | 53
|
udp
|
dns
| 0.000748
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 35,075
| null | 53
|
udp
|
dns
| 5.001403
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 43,659
| null | 53
|
udp
|
dns
| 0.000502
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 50,035
| null | 53
|
udp
|
dns
| 0.001498
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 37,268
| null | 53
|
udp
|
dns
| 5.005153
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 33,353
| null | 53
|
udp
|
dns
| 0.002249
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 57,845
| null | 53
|
udp
|
dns
| 0.405021
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 44,091
| null | 53
|
udp
|
dns
| 5.005402
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 58,473
| null | 53
|
udp
|
dns
| 0.000751
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 42,562
| null | 53
|
udp
|
dns
| 0.000747
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 32,911
| null | 53
|
udp
|
dns
| 5.005149
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 34,889
| null | 53
|
udp
|
dns
| 0.001748
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 49,435
| null | 53
|
udp
|
dns
| 0.127185
| 39
| 103
|
SF
| null | null | 0
|
Dd
| 1
| 67
| 1
| 131
|
Benign
|
null | null | null | 55,520
| null | 53
|
udp
|
dns
| 0.000749
| 39
| 39
|
SF
| null | null | 0
|
Dd
| 1
| 67
| 1
| 67
|
Benign
|
null | null | null | 39,218
| null | 53
|
udp
|
dns
| 0.002493
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 39,516
| null | 53
|
udp
|
dns
| 5.005155
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 50,085
| null | 53
|
udp
|
dns
| 0.0025
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 54,362
| null | 53
|
udp
|
dns
| null | null | null |
S0
| null | null | 0
|
D
| 1
| 67
| 0
| 0
|
Benign
|
null | null | null | 43,898
| null | 53
|
udp
|
dns
| 2.502827
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 41,181
| null | 53
|
udp
|
dns
| null | null | null |
S0
| null | null | 0
|
D
| 1
| 67
| 0
| 0
|
Benign
|
null | null | null | 38,363
| null | 53
|
udp
|
dns
| null | null | null |
S0
| null | null | 0
|
D
| 1
| 67
| 0
| 0
|
Benign
|
null | null | null | 53,228
| null | 53
|
udp
|
dns
| null | null | null |
S0
| null | null | 0
|
D
| 1
| 67
| 0
| 0
|
Benign
|
null | null | null | 38,086
| null | 443
|
tcp
| null | 3.154212
| 0
| 0
|
S0
| null | null | 0
|
S
| 3
| 180
| 0
| 0
|
Malicious
|
null | null | null | 34,287
| null | 53
|
udp
|
dns
| 1.617577
| 39
| 55
|
SF
| null | null | 0
|
Dd
| 1
| 67
| 1
| 83
|
Benign
|
null | null | null | 38,086
| null | 443
|
tcp
| null | null | null | null |
S0
| null | null | 0
|
S
| 1
| 60
| 0
| 0
|
Malicious
|
null | null | null | 52,574
| null | 53
|
udp
|
dns
| 0.079702
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 49,646
| null | 53
|
udp
|
dns
| 5.005151
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 54,284
| null | 53
|
udp
|
dns
| 0.005496
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 33,296
| null | 53
|
udp
|
dns
| 0.002996
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 48,280
| null | 53
|
udp
|
dns
| 5.005152
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 45,819
| null | 53
|
udp
|
dns
| 0.00075
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 123
| null | 123
|
udp
| null | 52.848922
| 96
| 48
|
SF
| null | null | 0
|
Dd
| 2
| 152
| 1
| 76
|
Benign
|
null | null | null | 38,619
| null | 53
|
udp
|
dns
| null | null | null |
S0
| null | null | 0
|
D
| 1
| 67
| 0
| 0
|
Benign
|
null | null | null | 33,008
| null | 53
|
udp
|
dns
| null | null | null |
S0
| null | null | 0
|
D
| 1
| 67
| 0
| 0
|
Benign
|
null | null | null | 43,932
| null | 53
|
udp
|
dns
| 2.502832
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
null | null | null | 54,322
| null | 53
|
udp
|
dns
| null | null | null |
S0
| null | null | 0
|
D
| 1
| 67
| 0
| 0
|
Benign
|
null | null | null | 42,439
| null | 53
|
udp
|
dns
| null | null | null |
S0
| null | null | 0
|
D
| 1
| 67
| 0
| 0
|
Benign
|
null | null | null | 52,529
| null | 53
|
udp
|
dns
| null | null | null |
S0
| null | null | 0
|
D
| 1
| 67
| 0
| 0
|
Benign
|
null | null | null | 41,107
| null | 53
|
udp
|
dns
| 0.001248
| 45
| 45
|
SF
| null | null | 0
|
Dd
| 1
| 73
| 1
| 73
|
Benign
|
null | null | null | 59,744
| null | 53
|
udp
|
dns
| 5.000653
| 78
| 0
|
S0
| null | null | 0
|
D
| 2
| 134
| 0
| 0
|
Benign
|
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