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
3,142,762
udp
192.168.100.150
6551
192.168.100.3
80
251,984
1.900363
100
0
4
2.687519
100
0
0.494549
4.031619
1
DDoS
UDP
2,432,264
tcp
192.168.100.150
5532
192.168.100.3
80
256,724
0.078003
38
3.85693
3
3.934927
100
0
0.256493
4.012924
1
DDoS
TCP
1,976,315
tcp
192.168.100.147
27165
192.168.100.3
80
62,921
0.268666
100
2.9741
3
3.341429
100
0
0.29488
3.609205
1
DDoS
TCP
1,240,757
udp
192.168.100.150
48719
192.168.100.3
80
99,168
1.823185
63
0
4
3.222832
63
0
0.461435
4.942302
1
DoS
UDP
3,257,991
udp
192.168.100.147
22461
192.168.100.3
80
105,063
0.822418
100
2.979995
4
3.983222
100
0
1.002999
4.994452
1
DDoS
UDP
409,928
tcp
192.168.100.147
25305
192.168.100.7
80
146,299
1.755521
100
0
3
1.01355
100
0
0.17865
4.054201
1
DoS
TCP
3,406,860
udp
192.168.100.150
31712
192.168.100.3
80
253,932
1.928021
100
0
4
2.726619
100
0
0.490708
4.097849
1
DDoS
UDP
787,741
udp
192.168.100.149
33530
192.168.100.5
80
170,464
2.113912
100
0
4
2.112801
100
0
0.209328
4.322539
1
DoS
UDP
1,429,027
udp
192.168.100.148
108
192.168.100.6
80
25,284
0.028597
100
4.002665
4
4.046831
100
0
0.247826
4.082324
1
DoS
UDP
56,836
tcp
192.168.100.148
19521
192.168.100.6
80
55,359
0.117809
78
0
1
0.061803
78
0.038164
0.127681
0.297244
1
DoS
TCP
1,479,476
udp
192.168.100.149
38264
192.168.100.5
80
75,733
0.126301
100
3.258537
4
3.37554
100
0
0.282681
3.580228
1
DoS
UDP
909,045
udp
192.168.100.148
10365
192.168.100.6
80
29,611
1.432325
90
0
4
2.864638
90
0
0.28029
3.586937
1
DoS
UDP
781,262
udp
192.168.100.148
41534
192.168.100.6
80
163,985
1.563177
100
0
4
2.707227
100
0
0.245428
3.641154
1
DoS
UDP
1,762,365
tcp
192.168.100.150
23917
192.168.100.3
80
111,124
0
75
0.173242
1
0.173242
100
0
5.772272
0.173242
1
DDoS
TCP
23,249
tcp
192.168.100.147
19464
192.168.100.7
80
21,772
0
70
0
3
0
70
0
0.095615
0
1
DoS
TCP
1,021,348
udp
192.168.100.147
59966
192.168.100.7
80
141,914
0.962507
100
0
4
2.151885
100
0
0.367314
2.599349
1
DoS
UDP
8,868
tcp
192.168.100.147
9890
192.168.100.7
80
7,391
0
100
0
3
0
100
0
0.130344
0
1
DoS
TCP
165,790
tcp
192.168.100.147
59733
192.168.100.7
80
164,313
0
92
0
3
0
92
0
0.122798
0
1
DoS
TCP
2,748,123
udp
192.168.100.148
40439
192.168.100.3
80
119,506
0.859362
100
2.756653
4
3.907695
100
0
0.621363
4.820975
1
DDoS
UDP
3,456,380
udp
192.168.100.148
41921
192.168.100.3
80
41,299
0.649773
29
2.74475
4
3.663178
100
0
0.729789
4.148325
1
DDoS
UDP
1,285,939
udp
192.168.100.149
1186
192.168.100.5
80
144,350
1.757737
99
0
4
2.135666
99
0
0.220985
3.961183
1
DoS
UDP
275,663
tcp
192.168.100.147
50910
192.168.100.7
80
12,033
0
100
0
3
0
100
0
0.123037
0
1
DoS
TCP
2,561,598
tcp
192.168.100.148
15297
192.168.100.3
80
123,911
0.101184
10
0
1
0.050592
100
0
0.115573
0.252959
1
DDoS
TCP
1,798,048
tcp
192.168.100.147
45397
192.168.100.3
80
146,807
2.243758
85
0
3
2.243758
100
0
0.147997
4.487517
1
DDoS
TCP
1,672,009
tcp
192.168.100.148
9550
192.168.100.3
80
20,768
0.012163
100
0
1
0.012163
100
0
0.204464
0.024326
1
DDoS
TCP
1,045,177
udp
192.168.100.147
63827
192.168.100.7
80
165,743
0.022116
100
2.549136
4
2.580339
100
0
0.386331
2.600725
1
DoS
UDP
2,710,993
udp
192.168.100.149
6336
192.168.100.3
80
82,376
2.153709
9
0
4
3.00331
100
0
0.382362
4.944037
1
DDoS
UDP
2,646,686
udp
192.168.100.148
2789
192.168.100.3
80
18,069
0.3176
100
3.483661
4
3.932343
100
0
0.597887
4.174542
1
DDoS
UDP
653,725
udp
192.168.100.147
28104
192.168.100.7
80
36,448
1.24149
89
0
4
1.754039
89
0
0.30805
2.735913
1
DoS
UDP
1,204,397
udp
192.168.100.147
16298
192.168.100.7
80
62,808
0.132549
41
3.624962
4
3.768556
41
0
0.216869
3.91074
1
DoS
UDP
3,125,744
udp
192.168.100.149
60114
192.168.100.3
80
234,966
1.909587
87
0
4
2.700562
100
0
0.493337
4.053365
1
DDoS
UDP
3,204,894
udp
192.168.100.147
60793
192.168.100.3
80
51,966
0.822767
66
2.981007
4
3.984499
100
0
0.93137
4.996316
1
DDoS
UDP
2,099,050
tcp
192.168.100.149
1801
192.168.100.3
80
185,656
1.843122
86
0
1
2.604764
100
0
0.333406
3.991115
1
DDoS
TCP
1,756,394
tcp
192.168.100.150
22553
192.168.100.3
80
105,153
0
100
0.157638
1
0.157638
100
0
6.343648
0.157638
1
DDoS
TCP
2,104,899
tcp
192.168.100.149
4587
192.168.100.3
80
191,505
0.056067
100
4.066108
1
4.122175
100
0.124127
0.408681
4.178242
1
DDoS
TCP
1,896,270
tcp
192.168.100.148
753
192.168.100.3
80
245,029
0
80
0.21836
1
0.21836
100
0
4.579593
0.21836
1
DDoS
TCP
937,529
udp
192.168.100.150
42162
192.168.100.3
80
58,095
1.792594
100
0
4
3.58515
100
0
0.446785
4.489467
1
DoS
UDP
421,696
tcp
192.168.100.147
28224
192.168.100.7
80
158,067
1.748356
100
0
3
1.009414
100
0
0.178522
4.037656
1
DoS
TCP
2,410,079
tcp
192.168.100.147
38465
192.168.100.3
80
234,539
1.439143
27
0
3
2.035087
100
0
0.333249
3.075291
1
DDoS
TCP
2,160,270
tcp
192.168.100.150
2388
192.168.100.3
80
246,877
1.885917
100
0
1
1.333545
100
0
0.210035
4.000635
1
DDoS
TCP
2,434,029
tcp
192.168.100.150
7242
192.168.100.3
80
258,489
0.091295
100
3.871482
3
3.962777
100
0
0.255623
4.054073
1
DDoS
TCP
1,619,530
udp
192.168.100.147
14695
192.168.100.7
80
215,788
1.572957
71
0
4
2.724361
71
0
0.29081
3.649079
1
DoS
UDP
1,932,324
tcp
192.168.100.148
50524
192.168.100.3
80
18,927
1.643142
100
0
3
2.322023
100
0
0.220162
3.5607
1
DDoS
TCP
2,470,531
tcp
192.168.100.148
52686
192.168.100.3
80
32,843
1.176598
100
0
3
0.831981
100
0
0.077417
2.495942
1
DDoS
TCP
286,774
tcp
192.168.100.149
62290
192.168.100.5
80
23,144
1.997134
27
0
3
1.153046
27
0
0.135989
4.612183
1
DoS
TCP
3,063,709
udp
192.168.100.148
25589
192.168.100.3
80
172,931
0.640957
100
2.748506
4
3.654943
100
0
0.729662
4.112169
1
DDoS
UDP
3,552,528
udp
192.168.100.149
4622
192.168.100.3
80
137,447
0.951746
100
2.073319
4
3.418721
100
0
0.487111
4.125343
1
DDoS
UDP
805,039
udp
192.168.100.147
61419
192.168.100.7
80
187,762
1.046939
100
0
4
2.092589
100
0
0.322241
2.679262
1
DoS
UDP
133,162
tcp
192.168.100.149
27897
192.168.100.5
80
131,685
0.030183
100
0
3
0.017426
100
0
0.108759
0.069704
1
DoS
TCP
1,714,752
tcp
192.168.100.149
13079
192.168.100.3
80
63,511
0
91
0
3
0
100
0
0.094489
0
1
DDoS
TCP
1,163,097
udp
192.168.100.150
29157
192.168.100.3
80
21,508
1.674294
100
0
4
3.45467
100
0
0.458173
4.886915
1
DoS
UDP
74,935
tcp
192.168.100.148
24465
192.168.100.6
80
73,458
0.10311
45
0
1
0.059368
45
0.051003
0.128029
0.264015
1
DoS
TCP
1,370,374
udp
192.168.100.148
13108
192.168.100.6
80
228,785
2.083022
38
0
4
2.081652
38
0
0.186878
4.270149
1
DoS
UDP
1,126,316
udp
192.168.100.149
52630
192.168.100.5
80
246,883
0.02723
100
4.068144
4
4.101676
100
0
0.243402
4.13478
1
DoS
UDP
3,319,681
udp
192.168.100.148
11303
192.168.100.3
80
166,753
0.64546
100
2.7704
4
3.682298
100
0
0.725181
4.173738
1
DDoS
UDP
2,680,311
udp
192.168.100.148
19758
192.168.100.3
80
51,694
0.299238
47
3.503127
4
3.926202
100
0
0.601984
4.146193
1
DDoS
UDP
102,444
tcp
192.168.100.148
31720
192.168.100.6
80
100,967
0.082751
75
0
1
0.044445
75
0.052172
0.129252
0.209661
1
DoS
TCP
722,240
udp
192.168.100.148
28428
192.168.100.6
80
104,963
1.550611
100
0
4
2.685717
100
0
0.236933
3.590148
1
DoS
UDP
277,110
tcp
192.168.100.149
59730
192.168.100.5
80
13,480
1.979527
74
0
1
1.165451
74
0
0.135827
4.593754
1
DoS
TCP
2,621,052
tcp
192.168.100.150
41212
192.168.100.3
80
183,365
0.127537
75
0
1
0.103825
100
0.062742
0.151228
0.275065
1
DDoS
TCP
3,542,818
udp
192.168.100.148
57504
192.168.100.3
80
127,737
1.386292
100
1.182096
4
3.142478
100
0
0.665626
4.142342
1
DDoS
UDP
3,591,126
tcp
192.168.100.150
45115
192.168.100.7
3031
13,913
0
100
0.000423
1
0.000423
100
0
0
0.000423
1
Reconnaissance
OS_Fingerprint
2,824,927
udp
192.168.100.150
38632
192.168.100.3
80
196,310
1.782026
100
0
4
2.494602
100
0
0.43348
4.051972
1
DDoS
UDP
2,544,450
tcp
192.168.100.148
6366
192.168.100.3
80
106,763
1.766363
100
0
3
1.01981
100
0
0.094124
4.079241
1
DDoS
TCP
1,633,978
udp
192.168.100.149
19887
192.168.100.5
80
230,236
1.704781
71
0
4
2.808495
71
0
0.279191
4.603641
1
DoS
UDP
43,633
tcp
192.168.100.148
16128
192.168.100.6
80
42,156
0.008516
100
0
3
0.004258
100
0
0.127455
0.021289
1
DoS
TCP
1,654,782
tcp
192.168.100.147
4605
192.168.100.3
80
3,541
0.079296
100
0.003297
1
0.082594
100
0.111208
0.333625
0.16189
1
DDoS
TCP
631,066
udp
192.168.100.147
16653
192.168.100.7
80
13,789
1.244267
100
0
4
1.75825
100
0
0.306992
2.719649
1
DoS
UDP
257,303
tcp
192.168.100.150
63700
192.168.100.3
80
255,857
0
21
0.178713
1
0.178713
21
0
5.595564
0.178713
1
DoS
TCP
217,640
tcp
192.168.100.150
41138
192.168.100.3
80
216,163
0
68
0.192942
1
0.192942
68
0
5.182905
0.192942
1
DoS
TCP
1,405,349
udp
192.168.100.148
62702
192.168.100.6
80
1,603
0.013313
59
4.023818
4
4.043276
59
0
0.24778
4.059401
1
DoS
UDP
2,043,234
tcp
192.168.100.150
42983
192.168.100.3
80
129,840
0.082611
100
4.011472
3
4.094071
100
0
0.206811
4.176671
1
DDoS
TCP
1,394,607
udp
192.168.100.149
41782
192.168.100.5
80
253,019
1.659371
100
0
4
2.027732
100
0
0.25944
3.581937
1
DoS
UDP
1,416,715
udp
192.168.100.148
64084
192.168.100.6
80
12,972
0.011715
100
4.022991
4
4.042897
100
0
0.247847
4.052877
1
DoS
UDP
3,095,450
udp
192.168.100.148
39599
192.168.100.3
80
204,672
1.28097
100
1.389832
4
3.201397
100
0
0.729003
4.10734
1
DDoS
UDP
2,008,828
tcp
192.168.100.148
867
192.168.100.3
80
95,434
1.906853
100
0
3
2.650228
100
0
0.271472
4.407028
1
DDoS
TCP
1,405,493
udp
192.168.100.148
62846
192.168.100.6
80
1,747
0.029181
100
4.001597
4
4.046308
100
0
0.247627
4.076925
1
DoS
UDP
1,218,884
udp
192.168.100.147
24509
192.168.100.7
80
77,295
0.524373
91
3.615926
4
3.992482
91
0
0.215929
4.891244
1
DoS
UDP
1,830,546
tcp
192.168.100.150
40686
192.168.100.3
80
179,305
0
100
0.303539
1
0.303539
100
0
3.29447
0.303539
1
DDoS
TCP
638,109
udp
192.168.100.147
20700
192.168.100.7
80
20,832
1.242846
100
0
4
1.756171
100
0
0.307396
2.72158
1
DoS
UDP
1,807,607
tcp
192.168.100.148
43555
192.168.100.3
80
156,366
0
69
0
3
0
100
0
0
0
1
DDoS
TCP
1,849,935
tcp
192.168.100.149
49187
192.168.100.3
80
198,694
0
100
0
3
0
100
0
0
0
1
DDoS
TCP
2,492,165
tcp
192.168.100.150
22884
192.168.100.3
80
54,477
0.121766
82
0
1
0.09942
100
0.110675
0.155074
0.24958
1
DDoS
TCP
2,819,617
udp
192.168.100.150
36842
192.168.100.3
80
191,000
1.810208
94
0
4
2.544451
100
0
0.428446
4.060826
1
DDoS
UDP
2,493,444
tcp
192.168.100.147
64089
192.168.100.3
80
55,756
1.248753
56
0
3
1.248753
100
0
0.058707
2.497506
1
DDoS
TCP
1,357,085
udp
192.168.100.150
18764
192.168.100.3
80
215,496
1.742997
52
0
4
3.029965
52
0
0.48854
4.922003
1
DoS
UDP
1,171,993
udp
192.168.100.148
27045
192.168.100.6
80
30,404
2.053396
68
0
4
1.675233
68
0
0.190688
4.318706
1
DoS
UDP
1,110,647
udp
192.168.100.147
27984
192.168.100.7
80
231,213
0.531594
100
2.540449
4
2.846983
100
0
0.406241
3.909231
1
DoS
UDP
742,832
udp
192.168.100.147
47739
192.168.100.7
80
125,555
1.545111
100
0
4
2.53952
100
0
0.34901
4.878214
1
DoS
UDP
2,328,837
tcp
192.168.100.147
6713
192.168.100.3
80
153,297
1.383184
81
0.192375
1
2.147976
100
0.158662
0.477102
3.164678
1
DDoS
TCP
130,161
tcp
192.168.100.150
21031
192.168.100.3
80
128,684
0.005384
89
0.092402
1
0.097787
89
0.037044
0.111132
0.103171
1
DoS
TCP
3,144,692
udp
192.168.100.149
2015
192.168.100.3
80
253,914
1.910857
100
0
4
2.702359
100
0
0.493177
4.054231
1
DDoS
UDP
240,095
tcp
192.168.100.150
50161
192.168.100.3
80
238,618
0
100
0.210673
1
0.210673
100
0
4.746693
0.210673
1
DoS
TCP
561,999
tcp
192.168.100.149
47073
192.168.100.5
80
36,217
0
100
0
3
0
100
0
0.050748
0
1
DoS
TCP
1,559,841
udp
192.168.100.148
10148
192.168.100.6
80
156,098
1.742753
100
0
4
3.01837
100
0
0.23525
4.044695
1
DoS
UDP
671,473
udp
192.168.100.150
7955
192.168.100.3
80
54,196
1.783055
98
0
4
3.314412
98
0
0.384395
4.708744
1
DoS
UDP
914,859
udp
192.168.100.147
39341
192.168.100.7
80
35,425
0.451833
50
1.374151
4
2.384153
50
0
0.404626
2.604734
1
DoS
UDP
61,946
tcp
192.168.100.148
20923
192.168.100.6
80
60,469
0.00805
96
0
3
0.004025
96
0
0.127785
0.020124
1
DoS
TCP
284,246
tcp
192.168.100.147
53874
192.168.100.7
80
20,616
0
81
0
3
0
81
0
0.121249
0
1
DoS
TCP
618,719
udp
192.168.100.147
4306
192.168.100.7
80
1,442
1.24442
100
0
4
1.758623
100
0
0.306404
2.713837
1
DoS
UDP