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
337,548
tcp
192.168.100.147
3475
192.168.100.7
80
73,918
0
66
0
3
0
66
0
0.113325
0
1
DoS
TCP
1,951,635
tcp
192.168.100.148
53794
192.168.100.3
80
38,238
1.657361
100
0
3
1.171931
100
0
0.204154
3.515793
1
DDoS
TCP
2,349,403
tcp
192.168.100.147
16728
192.168.100.3
80
173,863
1.449515
100
0
3
2.049864
100
0
0.322156
3.08838
1
DDoS
TCP
3,364,688
udp
192.168.100.150
12617
192.168.100.3
80
211,760
1.922476
92
0
4
2.718759
100
0
0.490578
4.089711
1
DDoS
UDP
3,536,185
udp
192.168.100.149
879
192.168.100.3
80
121,104
0.997562
100
1.980277
4
3.39057
100
0
0.49036
4.127347
1
DDoS
UDP
3,660,309
udp
192.168.100.149
43758
192.168.100.5
36778
801
0
14
0.000264
4
0.000264
56
0
0
0.000264
1
Reconnaissance
Service_Scan
2,428,432
tcp
192.168.100.148
50895
192.168.100.3
80
252,892
0.145674
100
3.188629
1
3.334302
100
0
0.422935
3.479976
1
DDoS
TCP
946,440
udp
192.168.100.148
23585
192.168.100.6
80
67,006
0.008623
100
3.567489
4
3.573395
100
0
0.279727
3.588158
1
DoS
UDP
2,976,570
udp
192.168.100.149
30538
192.168.100.3
80
85,792
0.958179
53
2.014655
4
2.702784
100
0
0.422682
4.057798
1
DDoS
UDP
500,317
tcp
192.168.100.150
4766
192.168.100.3
80
236,690
0
100
0.149664
1
0.149664
100
0
6.681633
0.149664
1
DoS
TCP
2,033,509
tcp
192.168.100.148
14062
192.168.100.3
80
120,115
1.938501
54
0
3
2.678785
100
0
0.270482
4.522917
1
DDoS
TCP
1,147,987
udp
192.168.100.148
18975
192.168.100.6
80
6,398
2.052563
68
0
4
1.674636
68
0
0.19103
4.313168
1
DoS
UDP
1,166,649
udp
192.168.100.150
30597
192.168.100.3
80
25,060
1.683174
100
0
4
3.462754
100
0
0.458392
4.884969
1
DoS
UDP
1,004,526
udp
192.168.100.147
56584
192.168.100.7
80
125,092
0.963538
54
0
4
2.154382
54
0
0.367291
2.598734
1
DoS
UDP
1,240,880
udp
192.168.100.147
35385
192.168.100.7
80
99,291
1.817606
100
0
4
2.22415
100
0
0.2141
3.845826
1
DoS
UDP
1,830,270
tcp
192.168.100.147
52939
192.168.100.3
80
179,029
0
50
0
3
0
100
0
0
0
1
DDoS
TCP
2,820,918
udp
192.168.100.150
37375
192.168.100.3
80
192,301
1.802497
48
0
4
2.531923
100
0
0.343649
4.053842
1
DDoS
UDP
2,606,668
tcp
192.168.100.148
36685
192.168.100.3
80
168,981
0.11053
100
0
3
0.063814
100
0
0.118639
0.255258
1
DDoS
TCP
1,666,657
tcp
192.168.100.148
6836
192.168.100.3
80
15,416
0.04384
25
0.016501
1
0.060341
100
0.101788
0.305364
0.104182
1
DDoS
TCP
3,087,285
udp
192.168.100.148
35791
192.168.100.3
80
196,507
1.282821
100
1.386435
4
3.200618
100
0
0.729107
4.107752
1
DDoS
UDP
2,102,782
tcp
192.168.100.149
3232
192.168.100.3
80
189,388
0.011193
100
4.036474
1
4.047667
100
0
0.331532
4.05886
1
DDoS
TCP
357,205
tcp
192.168.100.147
14000
192.168.100.7
80
93,575
0
100
0
3
0
100
0
0.164906
0
1
DoS
TCP
1,653,159
tcp
192.168.100.147
3037
192.168.100.3
80
1,918
0.001632
100
0
1
0.001632
100
0
0.228671
0.003264
1
DDoS
TCP
759,135
udp
192.168.100.150
37310
192.168.100.3
80
141,858
0.100441
100
4.459858
4
4.568822
100
0
0.395176
4.731483
1
DoS
UDP
333,108
tcp
192.168.100.149
15440
192.168.100.5
80
69,478
0.046665
100
0
1
0.036869
100
0.047859
0.094131
0.114192
1
DoS
TCP
1,028,939
udp
192.168.100.147
61413
192.168.100.7
80
149,505
0.964452
62
0
4
2.156226
62
0
0.367511
2.613345
1
DoS
UDP
3,321,669
udp
192.168.100.149
60612
192.168.100.3
80
168,741
1.951686
49
0
4
2.760051
100
0
0.484433
4.154542
1
DDoS
UDP
2,880,654
udp
192.168.100.150
63528
192.168.100.3
80
252,037
0.107745
55
4.025325
4
4.13307
100
0
0.486022
4.240814
1
DDoS
UDP
2,694,215
udp
192.168.100.147
43734
192.168.100.3
80
65,598
0.047502
29
3.986955
4
4.028977
100
0
0.833774
4.095389
1
DDoS
UDP
2,900,088
udp
192.168.100.147
42296
192.168.100.3
80
9,310
0.913994
44
2.935291
4
4.227818
100
0
1.024557
4.884219
1
DDoS
UDP
269,619
tcp
192.168.100.147
48838
192.168.100.7
80
5,989
0
78
0
3
0
78
0
0.124198
0
1
DoS
TCP
156,553
tcp
192.168.100.148
46119
192.168.100.6
80
155,076
0.007764
100
0
3
0.004483
100
0
0.123575
0.017931
1
DoS
TCP
1,304,393
udp
192.168.100.147
58846
192.168.100.7
80
162,804
1.805268
100
0
4
3.019331
100
0
0.199987
4.791879
1
DoS
UDP
399,416
tcp
192.168.100.149
33802
192.168.100.5
80
135,787
2.061982
51
0
3
1.190486
51
0
0.11525
4.761943
1
DoS
TCP
2,973,435
udp
192.168.100.147
62125
192.168.100.3
80
82,657
1.367567
100
1.973132
4
3.907163
100
0
1.024877
4.876003
1
DDoS
UDP
3,291,530
udp
192.168.100.149
55360
192.168.100.3
80
138,602
1.954644
80
0
4
2.764194
100
0
0.484417
4.165609
1
DDoS
UDP
2,014,603
tcp
192.168.100.148
4368
192.168.100.3
80
101,209
1.904877
100
0
3
2.646099
100
0
0.271499
4.406705
1
DDoS
TCP
1,224,643
udp
192.168.100.148
36384
192.168.100.6
80
83,054
2.054427
51
0
4
1.675775
51
0
0.190283
4.33382
1
DoS
UDP
589,135
tcp
192.168.100.150
6472
192.168.100.3
80
63,354
0.010455
70
0.136006
1
0.149028
70
0.040335
0.100838
0.161603
1
DoS
TCP
649,317
udp
192.168.100.147
26340
192.168.100.7
80
32,040
1.240567
39
0
4
1.752874
39
0
0.30773
2.727749
1
DoS
UDP
1,808,714
tcp
192.168.100.148
43761
192.168.100.3
80
157,473
0
27
0
3
0
100
0
0
0
1
DDoS
TCP
2,190,222
tcp
192.168.100.147
18097
192.168.100.3
80
14,674
0.03518
92
3.072852
1
3.113999
100
0
0.403182
3.158778
1
DDoS
TCP
578,437
tcp
192.168.100.147
22767
192.168.100.7
80
52,655
0
100
0
3
0
100
0
0.069899
0
1
DoS
TCP
1,460,244
udp
192.168.100.150
4172
192.168.100.3
80
56,501
1.924668
100
0
4
3.847852
100
0
0.623012
4.911644
1
DoS
UDP
3,043,403
udp
192.168.100.149
39692
192.168.100.3
80
152,625
1.911259
42
0
4
2.702925
100
0
0.493493
4.058116
1
DDoS
UDP
2,378,363
tcp
192.168.100.148
35700
192.168.100.3
80
202,823
1.566524
60
0
1
2.203081
100
0
0.39497
3.50666
1
DDoS
TCP
2,046,083
tcp
192.168.100.148
18051
192.168.100.3
80
132,689
1.902503
58
0
3
2.636525
100
0
0.271621
4.419363
1
DDoS
TCP
3,525,338
udp
192.168.100.148
54401
192.168.100.3
80
110,257
0.721624
71
2.58794
4
3.608243
100
0
0.738584
4.137056
1
DDoS
UDP
3,496,607
udp
192.168.100.150
4961
192.168.100.3
80
81,526
0.915761
77
2.125694
4
3.420774
100
0
0.489022
4.070759
1
DDoS
UDP
1,228,322
udp
192.168.100.150
45885
192.168.100.3
80
86,733
1.835261
99
0
4
3.242542
99
0
0.460726
4.958265
1
DoS
UDP
1,107,015
udp
192.168.100.147
25504
192.168.100.7
80
227,581
0.53168
89
2.539799
4
2.846537
89
0
0.406328
3.908963
1
DoS
UDP
547,697
tcp
192.168.100.149
43170
192.168.100.5
80
21,915
0
54
0
3
0
54
0
0.05093
0
1
DoS
TCP
2,869,300
udp
192.168.100.149
57653
192.168.100.3
80
240,683
0.236268
55
4.072907
4
4.309179
100
0
0.469632
4.545451
1
DDoS
UDP
378,300
tcp
192.168.100.148
8447
192.168.100.6
80
114,670
0.055232
12
0
1
0.044002
12
0.055379
0.153254
0.129131
1
DoS
TCP
1,608,545
udp
192.168.100.147
10046
192.168.100.7
80
204,803
1.781205
85
0
4
2.181498
85
0
0.271275
3.649145
1
DoS
UDP
581,040
tcp
192.168.100.150
5123
192.168.100.3
80
55,258
0.011866
46
0.157849
1
0.170031
46
0.040283
0.100709
0.186118
1
DoS
TCP
1,951,810
tcp
192.168.100.147
19294
192.168.100.3
80
38,413
0.387342
100
2.917809
1
3.45282
100
0.139723
0.413091
3.822176
1
DDoS
TCP
3,657,875
udp
192.168.100.148
44350
192.168.100.5
1813
35,591
0
18
0.000174
4
0.000174
73
0
0
0.000174
1
Reconnaissance
Service_Scan
1,919,334
tcp
192.168.100.149
38117
192.168.100.3
80
5,933
0.041231
91
3.920795
1
3.979057
100
0
0.312758
4.010835
1
DDoS
TCP
687,703
udp
192.168.100.150
13433
192.168.100.3
80
70,426
1.783913
22
0
4
3.303634
22
0
0.386442
4.707531
1
DoS
UDP
1,723,798
tcp
192.168.100.150
14897
192.168.100.3
80
72,557
0
16
0
3
0
100
0
0.085658
0
1
DDoS
TCP
2,285,341
tcp
192.168.100.148
8421
192.168.100.3
80
109,801
1.566401
100
0
3
2.210004
100
0
0.305825
3.446649
1
DDoS
TCP
3,178,801
udp
192.168.100.150
39942
192.168.100.3
80
25,873
0.973003
8
2.026924
4
3.40277
100
0
0.490336
4.110437
1
DDoS
UDP
557,072
tcp
192.168.100.147
17825
192.168.100.7
80
31,290
0
100
0
3
0
100
0
0.068824
0
1
DoS
TCP
2,994,922
udp
192.168.100.147
2684
192.168.100.3
80
104,144
1.369374
100
1.97251
4
3.909087
100
0
1.025277
4.88268
1
DDoS
UDP
2,420,167
tcp
192.168.100.150
65199
192.168.100.3
80
244,627
0.03852
100
3.722189
3
3.760697
100
0
0.26137
3.799206
1
DDoS
TCP
1,611,736
udp
192.168.100.148
31157
192.168.100.6
80
207,994
0.026829
100
3.987259
4
4.023384
100
0
0.247819
4.051493
1
DoS
UDP
3,187,412
udp
192.168.100.150
41642
192.168.100.3
80
34,484
0.973252
33
2.026782
4
3.403024
100
0
0.490373
4.108386
1
DDoS
UDP
2,634,681
udp
192.168.100.147
8004
192.168.100.3
80
6,064
1.736066
100
0
4
3.00691
100
0
0.838068
4.023925
1
DDoS
UDP
2,566,784
tcp
192.168.100.149
46656
192.168.100.3
80
129,097
0.083838
97
0
1
0.048404
100
0
0.08913
0.193616
1
DDoS
TCP
3,632,978
tcp
192.168.100.147
2493
192.168.100.3
460
9,344
0
100
0.000977
1
0.000977
100
0
0
0.000977
1
Reconnaissance
Service_Scan
2,089,999
tcp
192.168.100.148
34194
192.168.100.3
80
176,605
0.498029
59
3.341986
1
3.70188
100
0
0.341187
4.406142
1
DDoS
TCP
2,783,454
udp
192.168.100.148
49237
192.168.100.3
80
154,837
1.399234
100
1.378238
4
3.345529
100
0
0.625168
4.513852
1
DDoS
UDP
344,285
tcp
192.168.100.147
7586
192.168.100.7
80
80,655
0
100
0
3
0
100
0
0.110141
0
1
DoS
TCP
2,142,594
tcp
192.168.100.147
2563
192.168.100.3
80
229,201
1.706603
100
0
1
2.411424
100
0
0.373828
3.703826
1
DDoS
TCP
2,657,353
udp
192.168.100.147
25100
192.168.100.3
80
28,736
0.4533
77
3.986156
4
4.341158
100
0
0.83949
4.980935
1
DDoS
UDP
687,045
udp
192.168.100.147
35477
192.168.100.7
80
69,768
1.326129
100
0
4
1.325265
100
0
0.3032
2.742634
1
DoS
UDP
1,131,243
udp
192.168.100.149
55252
192.168.100.5
80
251,810
0.014024
61
4.083407
4
4.102534
61
0
0.243275
4.116639
1
DoS
UDP
732,234
udp
192.168.100.150
28343
192.168.100.3
80
114,957
0.139992
100
4.447663
4
4.628462
100
0
0.389256
4.805763
1
DoS
UDP
731,340
udp
192.168.100.150
28025
192.168.100.3
80
114,063
0.144291
59
4.452822
4
4.636935
59
0
0.388936
4.824728
1
DoS
UDP
2,038,008
tcp
192.168.100.148
15636
192.168.100.3
80
124,614
0.470733
22
3.351256
1
3.769467
100
0
0.33802
4.427134
1
DDoS
TCP
1,467,684
udp
192.168.100.150
10076
192.168.100.3
80
63,941
1.924888
55
0
4
3.84833
55
0
0.605645
4.911091
1
DoS
UDP
1,942,260
tcp
192.168.100.149
33788
192.168.100.3
80
28,863
1.891876
68
0
3
2.675517
100
0
0.249825
4.015029
1
DDoS
TCP
1,021,919
udp
192.168.100.150
63903
192.168.100.3
80
142,485
1.791655
100
0
4
3.58322
100
0
0.446572
4.491613
1
DoS
UDP
1,742,474
tcp
192.168.100.149
20142
192.168.100.3
80
91,233
0
100
0
3
0
100
0
0.09402
0
1
DDoS
TCP
2,311,015
tcp
192.168.100.147
64618
192.168.100.3
80
135,475
1.329828
28
0.187337
1
2.066458
100
0
0.399191
3.07192
1
DDoS
TCP
1,383,304
udp
192.168.100.149
30558
192.168.100.5
80
241,716
1.705524
100
0
4
2.075578
100
0
0.249339
3.809443
1
DoS
UDP
2,946,335
udp
192.168.100.150
25367
192.168.100.3
80
55,557
0.93929
100
2.042295
4
3.370652
100
0
0.494724
4.035798
1
DDoS
UDP
832,346
udp
192.168.100.148
52783
192.168.100.6
80
215,069
1.583823
100
0
4
2.739481
100
0
0.255943
3.788156
1
DoS
UDP
1,243,757
udp
192.168.100.149
61328
192.168.100.5
80
102,168
1.773643
100
0
4
2.15105
100
0
0.221465
4.034468
1
DoS
UDP
157,724
tcp
192.168.100.149
34538
192.168.100.5
80
156,247
0
100
0
3
0
100
0
0.11175
0
1
DoS
TCP
1,459,867
udp
192.168.100.149
36161
192.168.100.5
80
56,124
0.134624
100
3.256313
4
3.383896
100
0
0.282414
3.600152
1
DoS
UDP
3,030,448
udp
192.168.100.150
40490
192.168.100.3
80
139,670
1.897778
100
0
4
2.68386
100
0
0.494844
4.02955
1
DDoS
UDP
721,630
udp
192.168.100.149
18519
192.168.100.5
80
104,353
2.109916
100
0
4
2.108149
100
0
0.200395
4.338408
1
DoS
UDP
666,492
udp
192.168.100.150
6238
192.168.100.3
80
49,215
1.782838
36
0
4
3.317008
36
0
0.383798
4.708323
1
DoS
UDP
3,336,485
udp
192.168.100.148
22504
192.168.100.3
80
183,557
0.645388
30
2.767821
4
3.679659
100
0
0.725725
4.170225
1
DDoS
UDP
2,410,502
tcp
192.168.100.147
38748
192.168.100.3
80
234,962
1.442205
81
0
3
2.039556
100
0
0.333256
3.068904
1
DDoS
TCP
3,384,963
udp
192.168.100.149
15653
192.168.100.3
80
232,035
1.934011
100
0
4
2.734589
100
0
0.484648
4.14786
1
DDoS
UDP
2,951,001
udp
192.168.100.149
23567
192.168.100.3
80
60,223
0.951377
37
2.041692
4
3.387131
100
0
0.49299
4.064596
1
DDoS
UDP
2,210,163
tcp
192.168.100.150
15344
192.168.100.3
80
34,621
0.075433
48
3.596763
3
3.672196
100
0
0.269733
3.74763
1
DDoS
TCP