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Datasets:
jason1966
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advaitnmenon_network-traffic-data-malicious-activity-detection

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Tags:
kaggle
tabular
cyber security
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(ReadTimeoutError("HTTPSConnectionPool(host='huggingface.co', port=443): Read timed out. (read timeout=10)"), '(Request ID: 408d2545-412a-4eaf-a8f7-242e1fe9dc1c)')
Error code:   UnexpectedError

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Time
float64
Source
string
Destination
string
Protocol
string
Length
int64
Source Port
null
Destination Port
null
bad_packet
int64
0
VMware_8a:60:5f
Broadcast
ARP
60
null
null
0
0.081233
VMware_8a:12:84
Broadcast
ARP
60
null
null
0
0.217863
VMware_8a:7e:e9
Broadcast
ARP
60
null
null
0
0.419426
VMware_8a:b2:34
Broadcast
ARP
60
null
null
0
0.559886
VMware_8a:4e:1c
Broadcast
ARP
60
null
null
0
0.59728
VMware_8a:31:5e
Broadcast
ARP
60
null
null
0
0.601993
192.167.5.35
192.167.5.22
ICMP
98
null
null
0
0.602753
192.167.5.22
192.167.5.35
ICMP
98
null
null
0
0.707723
VMware_8a:0a:66
Broadcast
ARP
60
null
null
0
1.023848
VMware_8a:60:5f
Broadcast
ARP
60
null
null
0
1.105412
VMware_8a:12:84
Broadcast
ARP
60
null
null
0
1.141697
192.167.4.123
192.167.255.255
BROWSER
239
null
null
0
1.241867
VMware_8a:7e:e9
Broadcast
ARP
60
null
null
0
1.443803
VMware_8a:b2:34
Broadcast
ARP
60
null
null
0
1.58434
VMware_8a:4e:1c
Broadcast
ARP
60
null
null
0
1.6211
VMware_8a:31:5e
Broadcast
ARP
60
null
null
0
1.625939
192.167.5.35
192.167.5.22
ICMP
98
null
null
0
1.626632
192.167.5.22
192.167.5.35
ICMP
98
null
null
0
1.681187
192.167.5.35
142.251.32.14
TLSv1.2
182
null
null
0
1.681218
192.167.5.35
142.251.32.14
TLSv1.2
1,216
null
null
0
1.681246
192.167.5.35
142.251.32.14
TLSv1.2
1,675
null
null
0
1.695124
142.251.32.14
192.167.5.35
TCP
60
null
null
0
1.695396
142.251.32.14
192.167.5.35
TCP
60
null
null
0
1.695413
142.251.32.14
192.167.5.35
TCP
60
null
null
0
1.695439
142.251.32.14
192.167.5.35
TCP
60
null
null
0
1.720386
142.251.32.14
192.167.5.35
TLSv1.2
131
null
null
0
1.72043
142.251.32.14
192.167.5.35
TLSv1.2
1,466
null
null
0
1.720437
142.251.32.14
192.167.5.35
TLSv1.2
1,466
null
null
0
1.72044
142.251.32.14
192.167.5.35
TLSv1.2
1,466
null
null
0
1.720444
142.251.32.14
192.167.5.35
TLSv1.2
535
null
null
0
1.720448
142.251.32.14
192.167.5.35
TLSv1.2
85
null
null
0
1.72045
142.251.32.14
192.167.5.35
TLSv1.2
93
null
null
0
1.720553
192.167.5.35
142.251.32.14
TCP
54
null
null
0
1.720861
192.167.5.35
142.251.32.14
TLSv1.2
93
null
null
0
1.739233
142.251.32.14
192.167.5.35
TCP
60
null
null
0
2.048011
VMware_8a:60:5f
Broadcast
ARP
60
null
null
0
2.12899
VMware_8a:12:84
Broadcast
ARP
60
null
null
0
2.269508
VMware_8a:7e:e9
Broadcast
ARP
60
null
null
0
2.467874
VMware_8a:b2:34
Broadcast
ARP
60
null
null
0
2.586471
VMware_8a:5c:e6
Broadcast
ARP
60
null
null
0
2.607963
VMware_8a:4e:1c
Broadcast
ARP
60
null
null
0
2.645147
VMware_8a:31:5e
Broadcast
ARP
60
null
null
0
2.653921
192.167.5.35
192.167.5.22
ICMP
98
null
null
0
2.654576
192.167.5.22
192.167.5.35
ICMP
98
null
null
0
3.071668
VMware_8a:60:5f
Broadcast
ARP
60
null
null
0
3.0771
192.167.5.35
142.251.32.14
TLSv1.2
827
null
null
0
3.077198
192.167.5.35
142.251.32.14
TLSv1.2
311
null
null
0
3.090878
142.251.32.14
192.167.5.35
TCP
60
null
null
0
3.090893
142.251.32.14
192.167.5.35
TCP
60
null
null
0
3.106738
142.251.32.14
192.167.5.35
TLSv1.2
130
null
null
0
3.106763
142.251.32.14
192.167.5.35
TLSv1.2
85
null
null
0
3.106923
142.251.32.14
192.167.5.35
TLSv1.2
93
null
null
0
3.107006
192.167.5.35
142.251.32.14
TCP
54
null
null
0
3.107037
192.167.5.35
142.251.32.14
TLSv1.2
93
null
null
0
3.126139
142.251.32.14
192.167.5.35
TCP
60
null
null
0
3.139633
192.167.9.21
192.167.255.255
BROWSER
239
null
null
0
3.140255
192.167.4.123
192.167.255.255
BROWSER
239
null
null
0
3.153301
VMware_8a:12:84
Broadcast
ARP
60
null
null
0
3.289565
VMware_8a:7e:e9
Broadcast
ARP
60
null
null
0
3.491693
VMware_8a:b2:34
Broadcast
ARP
60
null
null
0
3.623569
192.232.16.204
192.167.5.35
TLSv1.2
1,448
null
null
0
3.623604
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.62363
192.232.16.204
192.167.5.35
TLSv1.2
1,514
null
null
0
3.623636
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.623637
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.623639
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.62364
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.623643
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.623644
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.623647
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.62704
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.627052
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.627067
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.62707
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.627072
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.627075
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.627077
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.62708
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.628211
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.628215
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.62823
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.628233
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.628241
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.628244
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.628249
192.232.16.204
192.167.5.35
TLSv1.2
596
null
null
0
3.628251
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.630173
192.232.16.204
192.167.5.35
TLSv1.2
1,514
null
null
0
3.630196
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.630221
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.630227
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.630231
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.630235
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.630247
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.630594
192.232.16.204
192.167.5.35
TLSv1.2
1,448
null
null
0
3.630871
192.232.16.204
192.167.5.35
TLSv1.2
1,514
null
null
0
3.630896
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.630918
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.630922
192.232.16.204
192.167.5.35
TCP
1,514
null
null
0
3.631025
192.167.5.35
192.232.16.204
TCP
54
null
null
0
3.631875
VMware_8a:4e:1c
Broadcast
ARP
60
null
null
0
End of preview.

Network Traffic Data-Malicious Activity Detection

Network Traffic Dataset

Dataset Info

  • Source: Kaggle
  • Original Size: 13.58 MB
  • Kaggle Downloads: 1,324
  • Files: 1

Files

  • NandakumarMenonAdvait_MT_S2.csv

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Total file size:
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