pkSeqID
int64
1
3.67M
proto
stringclasses
5 values
saddr
stringclasses
20 values
sport
stringlengths
1
6
daddr
stringclasses
81 values
dport
stringlengths
1
6
seq
int64
1
262k
stddev
float64
0
2.5
N_IN_Conn_P_SrcIP
int64
1
100
min
float64
0
4.98
state_number
int64
1
11
mean
float64
0
4.98
N_IN_Conn_P_DstIP
int64
1
100
drate
float64
0
58.8k
srate
float64
0
1M
max
float64
0
5
attack
int64
0
1
category
stringclasses
5 values
subcategory
stringclasses
8 values
3,537,568
udp
192.168.100.148
56670
192.168.100.3
80
122,487
0.733241
94
2.567636
4
3.604336
100
0
0.739261
4.142714
1
DDoS
UDP
3,267,252
udp
192.168.100.148
59149
192.168.100.3
80
114,324
0.645435
100
2.773641
4
3.685987
100
0
0.724323
4.166637
1
DDoS
UDP
627,235
udp
192.168.100.147
12822
192.168.100.7
80
9,958
1.244317
100
0
4
1.758356
100
0
0.306539
2.717227
1
DoS
UDP
2,556,761
tcp
192.168.100.148
12958
192.168.100.3
80
119,074
0.096866
100
0
1
0.048433
100
0
0.115323
0.242164
1
DDoS
TCP
318,168
tcp
192.168.100.149
8694
192.168.100.5
80
54,538
2.128855
100
0
3
1.229095
100
0
0.130375
4.916379
1
DoS
TCP
1,386,207
udp
192.168.100.149
33401
192.168.100.5
80
244,619
1.69455
100
0
4
2.064312
100
0
0.25195
3.759453
1
DoS
UDP
2,217,273
tcp
192.168.100.149
9049
192.168.100.3
80
41,732
1.689429
100
0
3
2.389187
100
0
0.282623
3.593427
1
DDoS
TCP
2,402,856
tcp
192.168.100.147
35875
192.168.100.3
80
227,316
1.443662
100
0
3
2.041644
100
0
0.331515
3.06533
1
DDoS
TCP
1,830,807
tcp
192.168.100.148
49283
192.168.100.3
80
179,566
0
61
0.312414
1
0.312414
100
0
3.200881
0.312414
1
DDoS
TCP
2,595,524
tcp
192.168.100.148
32087
192.168.100.3
80
157,837
0.092215
100
0
1
0.053241
100
0
0.119299
0.212962
1
DDoS
TCP
3,116,815
udp
192.168.100.150
57757
192.168.100.3
80
226,037
1.899942
100
0
4
2.686924
100
0
0.494912
4.030955
1
DDoS
UDP
627,553
udp
192.168.100.147
13140
192.168.100.7
80
10,276
1.244813
100
0
4
1.759061
100
0
0.306549
2.718904
1
DoS
UDP
1,698,687
tcp
192.168.100.148
16979
192.168.100.3
80
47,446
0.046843
93
0
1
0.046843
100
0
0.199374
0.093686
1
DDoS
TCP
234,659
tcp
192.168.100.149
64861
192.168.100.5
80
233,182
0
100
0
3
0
100
0
0.123116
0
1
DoS
TCP
2,643,979
udp
192.168.100.147
17302
192.168.100.3
80
15,362
0.812997
100
2.993223
4
4.005407
100
0
0.774099
4.98379
1
DDoS
UDP
2,015,752
tcp
192.168.100.148
5235
192.168.100.3
80
102,358
1.907683
66
0
3
2.652704
100
0
0.271478
4.404792
1
DDoS
TCP
27,601
tcp
192.168.100.147
21702
192.168.100.7
80
26,124
0
46
0
3
0
46
0
0.094964
0
1
DoS
TCP
1,502,488
udp
192.168.100.147
46901
192.168.100.7
80
98,745
1.572385
90
0
4
2.723443
90
0
0.246392
3.636788
1
DoS
UDP
1,757,569
tcp
192.168.100.149
24609
192.168.100.3
80
106,328
0.101789
37
0
1
0.101789
100
0
0.187458
0.203579
1
DDoS
TCP
1,256,425
udp
192.168.100.149
62668
192.168.100.5
80
114,836
1.468938
100
0
4
2.538386
100
0
0.189729
3.54711
1
DoS
UDP
3,558,628
udp
192.168.100.149
7014
192.168.100.3
80
143,547
0.89474
100
2.196407
4
3.461171
100
0
0.483005
4.127012
1
DDoS
UDP
2,034,367
tcp
192.168.100.147
42617
192.168.100.3
80
120,973
1.726557
100
0
1
2.440662
100
0
0.361043
3.723258
1
DDoS
TCP
1,265,740
udp
192.168.100.148
43897
192.168.100.6
80
124,151
2.029434
77
0
4
1.6669
77
0
0.189516
4.262729
1
DoS
UDP
2,334,826
tcp
192.168.100.148
23412
192.168.100.3
80
159,286
1.57977
76
0
1
2.233732
100
0
0.388777
3.387228
1
DDoS
TCP
2,879,663
udp
192.168.100.150
63113
192.168.100.3
80
251,046
0.122197
85
4.03419
4
4.156379
100
0
0.484238
4.278568
1
DDoS
UDP
1,642,444
udp
192.168.100.149
23746
192.168.100.5
80
238,702
1.70457
100
0
4
2.809951
100
0
0.279292
4.600261
1
DoS
UDP
1,059,961
udp
192.168.100.150
17400
192.168.100.3
80
180,527
1.790171
100
0
4
3.580063
100
0
0.446611
4.494402
1
DoS
UDP
2,386,657
tcp
192.168.100.147
30692
192.168.100.3
80
211,117
1.428981
100
0
3
2.020104
100
0
0.328057
3.078776
1
DDoS
TCP
1,174,328
udp
192.168.100.150
33668
192.168.100.3
80
32,739
1.707394
100
0
4
3.483088
100
0
0.458858
4.873894
1
DoS
UDP
2,901,576
udp
192.168.100.147
42824
192.168.100.3
80
10,798
0.913733
92
2.935678
4
4.227804
100
0
1.024338
4.886926
1
DDoS
UDP
1,055,860
udp
192.168.100.147
65102
192.168.100.7
80
176,426
0.024588
82
2.546756
4
2.582499
82
0
0.386635
2.615585
1
DoS
UDP
3,124,117
udp
192.168.100.150
61305
192.168.100.3
80
233,339
1.90231
77
0
4
2.690272
100
0
0.494645
4.037116
1
DDoS
UDP
309,476
tcp
192.168.100.147
61654
192.168.100.7
80
45,846
0
71
0
3
0
71
0
0.117169
0
1
DoS
TCP
2,936,588
udp
192.168.100.150
23098
192.168.100.3
80
45,810
0.942313
100
2.04043
4
3.373061
100
0
0.494567
4.039422
1
DDoS
UDP
726,731
udp
192.168.100.148
29463
192.168.100.6
80
109,454
1.550872
51
0
4
2.686116
51
0
0.237433
3.59865
1
DoS
UDP
265,550
tcp
192.168.100.149
56630
192.168.100.5
80
1,920
1.985532
100
0
3
1.146347
100
0
0.135713
4.585389
1
DoS
TCP
2,611,155
tcp
192.168.100.147
46320
192.168.100.3
80
173,468
0
97
0
3
0
100
0
0.070231
0
1
DDoS
TCP
724,433
udp
192.168.100.150
25726
192.168.100.3
80
107,156
1.867256
47
0
4
3.722389
47
0
0.392408
4.895476
1
DoS
UDP
1,663,844
tcp
192.168.100.148
5417
192.168.100.3
80
12,603
0.045469
51
0.019468
1
0.064936
100
0.102144
0.306432
0.110405
1
DDoS
TCP
3,586,001
tcp
192.168.100.147
64088
192.168.100.6
139
8,765
0
99
0.00012
1
0.00012
100
0
8,333.333984
0.00012
1
Reconnaissance
OS_Fingerprint
459,623
tcp
192.168.100.148
39446
192.168.100.6
80
195,994
0
100
0
3
0
100
0
0.126605
0
1
DoS
TCP
2,187,350
tcp
192.168.100.147
3946
192.168.100.3
80
11,802
0.046741
81
3.087469
1
3.150512
100
0
0.403828
3.199226
1
DDoS
TCP
113,770
tcp
192.168.100.150
17737
192.168.100.3
80
112,293
0.02731
59
0.08691
1
0.11422
59
0.03769
0.11307
0.14153
1
DoS
TCP
3,371,333
udp
192.168.100.150
15535
192.168.100.3
80
218,405
1.923256
100
0
4
2.719847
100
0
0.490788
4.093653
1
DDoS
UDP
2,154,350
tcp
192.168.100.149
23482
192.168.100.3
80
240,957
0.028502
100
3.850935
3
3.879454
100
0
0.252216
3.907972
1
DDoS
TCP
2,163,720
tcp
192.168.100.150
3674
192.168.100.3
80
250,327
2.008861
100
0
3
2.008861
100
0
0.140511
4.017721
1
DDoS
TCP
1,757,229
tcp
192.168.100.148
30863
192.168.100.3
80
105,988
0.072362
83
0
1
0.072362
100
0
0.198613
0.144724
1
DDoS
TCP
2,088,102
tcp
192.168.100.147
56135
192.168.100.3
80
174,708
1.704447
100
0
3
2.410244
100
0
0.292431
3.642761
1
DDoS
TCP
1,447,176
udp
192.168.100.148
49555
192.168.100.6
80
43,433
1.746057
95
0
4
3.024049
95
0
0.247576
4.05967
1
DoS
UDP
1,294,209
udp
192.168.100.148
50362
192.168.100.6
80
152,620
2.019905
55
0
4
1.64875
55
0
0.188719
4.200159
1
DoS
UDP
2,507,301
tcp
192.168.100.147
4530
192.168.100.3
80
69,613
1.568558
68
0
3
1.109138
100
0
0.085168
3.327413
1
DDoS
TCP
3,066,611
udp
192.168.100.148
26571
192.168.100.3
80
175,833
1.285324
100
1.38057
4
3.198289
100
0
0.72955
4.11043
1
DDoS
UDP
1,859,351
tcp
192.168.100.150
47830
192.168.100.3
80
208,110
0
85
0
3
0
100
0
0
0
1
DDoS
TCP
1,207,031
udp
192.168.100.148
33496
192.168.100.6
80
65,442
2.045994
47
0
4
1.676643
47
0
0.190429
4.310691
1
DoS
UDP
204,435
tcp
192.168.100.150
36445
192.168.100.3
80
202,958
0
100
0.133921
1
0.133921
100
0
7.467089
0.133921
1
DoS
TCP
207,334
tcp
192.168.100.150
37253
192.168.100.3
80
205,857
0
100
0.120503
1
0.120503
100
0
8.298549
0.120503
1
DoS
TCP
3,304,506
udp
192.168.100.148
869
192.168.100.3
80
151,578
0.643487
100
2.777298
4
3.686588
100
0
0.724733
4.172964
1
DDoS
UDP
2,269,620
tcp
192.168.100.148
43930
192.168.100.3
80
94,079
0.118698
100
3.08912
1
3.193579
100
0.297654
0.52188
3.35961
1
DDoS
TCP
3,357,983
udp
192.168.100.149
1209
192.168.100.3
80
205,055
1.951735
24
0
4
2.760165
100
0
0.484435
4.144772
1
DDoS
UDP
2,790,923
udp
192.168.100.150
27284
192.168.100.3
80
162,306
1.951938
100
0
4
2.758697
100
0
0.405773
4.223403
1
DDoS
UDP
1,342,631
udp
192.168.100.148
3287
192.168.100.6
80
201,042
2.039112
48
0
4
2.039062
48
0
0.178901
4.09831
1
DoS
UDP
2,461,950
tcp
192.168.100.147
55097
192.168.100.3
80
24,262
1.126736
54
0
3
0.796722
100
0
0.092514
2.390167
1
DDoS
TCP
2,068,960
tcp
192.168.100.148
26833
192.168.100.3
80
155,566
1.891326
45
0
3
2.618634
100
0
0.272064
4.3999
1
DDoS
TCP
1,714,222
tcp
192.168.100.147
24892
192.168.100.3
80
62,981
2.332685
96
0.11993
1
2.452615
100
0.1009
0.204136
4.7853
1
DDoS
TCP
2,432,535
tcp
192.168.100.150
5816
192.168.100.3
80
256,995
0.071065
100
3.871664
3
3.942729
100
0
0.256445
4.013795
1
DDoS
TCP
382,778
tcp
192.168.100.147
19318
192.168.100.7
80
119,148
1.775338
100
0
3
1.024992
100
0
0.178879
4.099968
1
DoS
TCP
2,734,580
udp
192.168.100.147
53721
192.168.100.3
80
105,963
0.035805
91
3.928801
4
3.979314
100
0
0.849878
4.007475
1
DDoS
UDP
3,085,578
udp
192.168.100.148
34910
192.168.100.3
80
194,800
1.286332
98
1.380986
4
3.200134
100
0
0.729205
4.111158
1
DDoS
UDP
2,202,657
tcp
192.168.100.147
43647
192.168.100.3
80
27,115
1.266254
98
0
1
2.190175
100
0
0.403565
2.991165
1
DDoS
TCP
2,633,545
udp
192.168.100.147
6868
192.168.100.3
80
4,928
1.735954
100
0
4
3.006723
100
0
0.838004
4.022457
1
DDoS
UDP
2,068,391
tcp
192.168.100.150
47758
192.168.100.3
80
154,997
0.089384
100
4.034245
1
4.123629
100
0
0.274334
4.213012
1
DDoS
TCP
28,997
tcp
192.168.100.147
22320
192.168.100.7
80
27,520
0
10
0
3
0
10
0
0.094818
0
1
DoS
TCP
281,162
tcp
192.168.100.150
31972
192.168.100.3
80
17,532
0.009134
77
0.13931
1
0.148443
77
0.034805
0.103845
0.157577
1
DoS
TCP
3,244,175
udp
192.168.100.149
48682
192.168.100.3
80
91,247
0.994894
83
2.033772
4
3.44053
100
0
0.485587
4.166162
1
DDoS
UDP
2,966,048
udp
192.168.100.148
61023
192.168.100.3
80
75,270
0.62989
100
2.767488
4
3.658283
100
0
0.728956
4.105479
1
DDoS
UDP
727,255
udp
192.168.100.147
44337
192.168.100.7
80
109,978
1.571108
100
0
4
2.557411
100
0
0.346436
4.963319
1
DoS
UDP
2,153,991
tcp
192.168.100.149
23137
192.168.100.3
80
240,598
1.760819
100
0.147845
1
2.637802
100
0.246359
0.414976
3.911267
1
DDoS
TCP
593,918
tcp
192.168.100.150
7456
192.168.100.3
80
68,137
0.014061
62
0.14796
1
0.159004
62
0.040291
0.100727
0.178847
1
DoS
TCP
2,433,964
tcp
192.168.100.150
7108
192.168.100.3
80
258,424
0.090423
100
3.868109
3
3.958538
100
0
0.255734
4.048966
1
DDoS
TCP
3,367,244
udp
192.168.100.149
5482
192.168.100.3
80
214,316
1.953389
100
0
4
2.762503
100
0
0.484528
4.148502
1
DDoS
UDP
1,536,581
udp
192.168.100.150
58870
192.168.100.3
80
132,838
0.015665
84
4.781916
4
4.801926
84
0
0.626788
4.824998
1
DoS
UDP
2,566,785
tcp
192.168.100.149
46657
192.168.100.3
80
129,098
0.083838
97
0
1
0.048404
100
0
0.08913
0.193616
1
DDoS
TCP
3,097,335
udp
192.168.100.149
49490
192.168.100.3
80
206,557
1.91273
68
0
4
2.705004
100
0
0.493422
4.062229
1
DDoS
UDP
1,856,596
tcp
192.168.100.149
51230
192.168.100.3
80
205,355
0
51
0.273736
1
0.273736
100
0
3.653155
0.273736
1
DDoS
TCP
3,367,078
udp
192.168.100.150
13663
192.168.100.3
80
214,150
0.019714
100
4.026873
4
4.046587
100
0
0.408959
4.066301
1
DDoS
UDP
339,151
tcp
192.168.100.147
4482
192.168.100.7
80
75,521
0
100
0
3
0
100
0
0.112416
0
1
DoS
TCP
2,544,293
tcp
192.168.100.148
6113
192.168.100.3
80
106,606
1.826135
99
0
1
1.128726
100
0.032402
0.141247
4.287599
1
DDoS
TCP
3,558,914
udp
192.168.100.150
22139
192.168.100.3
80
143,833
0.65094
100
2.677474
4
3.598041
100
0
0.471176
4.058996
1
DDoS
UDP
2,533,589
tcp
192.168.100.147
20931
192.168.100.3
80
95,902
0.147235
17
0
1
0.085006
100
0
0.10144
0.340024
1
DDoS
TCP
3,530,506
udp
192.168.100.150
14839
192.168.100.3
80
115,425
0.826182
100
2.312598
4
3.480995
100
0
0.482959
4.066409
1
DDoS
UDP
1,335,714
udp
192.168.100.150
10449
192.168.100.3
80
194,125
1.753544
36
0
4
3.060246
36
0
0.4756
4.92247
1
DoS
UDP
745,404
udp
192.168.100.150
32795
192.168.100.3
80
128,127
0.10684
53
4.454905
4
4.604154
53
0
0.39193
4.726031
1
DoS
UDP
2,775,860
udp
192.168.100.148
47265
192.168.100.3
80
147,243
1.420714
55
1.374372
4
3.367157
100
0
0.621844
4.585478
1
DDoS
UDP
2,457,995
tcp
192.168.100.147
54253
192.168.100.3
80
20,307
1.067687
67
0
1
0.896978
100
0
0.124147
2.397374
1
DDoS
TCP
3,441,442
udp
192.168.100.147
58754
192.168.100.3
80
26,361
0.843723
100
2.902323
4
3.965767
100
0
1.010258
4.966124
1
DDoS
UDP
2,957,887
udp
192.168.100.147
58138
192.168.100.3
80
67,109
1.366857
100
1.975216
4
3.908233
100
0
1.024183
4.8802
1
DDoS
UDP
1,823,870
tcp
192.168.100.150
39100
192.168.100.3
80
172,629
0
95
0
3
0
100
0
0
0
1
DDoS
TCP
2,809,115
udp
192.168.100.149
33354
192.168.100.3
80
180,498
1.863152
67
0
4
2.632008
100
0
0.417449
4.054786
1
DDoS
UDP
651,224
udp
192.168.100.147
27287
192.168.100.7
80
33,947
1.240649
59
0
4
1.752947
59
0
0.307817
2.730687
1
DoS
UDP
3,531,230
udp
192.168.100.147
34351
192.168.100.3
80
116,149
1.874264
58
0.987137
4
3.637645
100
0
1.005229
4.983021
1
DDoS
UDP