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
3,475,004
udp
192.168.100.147
2978
192.168.100.3
80
59,923
1.490103
100
1.810741
4
3.917833
100
0
1.017405
4.998412
1
DDoS
UDP
2,013,809
tcp
192.168.100.148
3858
192.168.100.3
80
100,415
1.904518
100
0
3
2.645858
100
0
0.271485
4.405089
1
DDoS
TCP
2,952,660
udp
192.168.100.147
56751
192.168.100.3
80
61,882
1.370235
100
1.968311
4
3.906104
100
0
1.024595
4.880882
1
DDoS
UDP
1,989,285
tcp
192.168.100.147
31821
192.168.100.3
80
75,891
0.293701
94
2.97135
3
3.373052
100
0
0.294519
3.665374
1
DDoS
TCP
3,608,035
udp
192.168.100.149
39704
192.168.100.3
20
13,347
0
15
0
4
0
58
0
0
0
1
Reconnaissance
Service_Scan
1,895,240
tcp
192.168.100.150
56814
192.168.100.3
80
243,999
0
97
0
3
0
100
0
0
0
1
DDoS
TCP
2,685,258
udp
192.168.100.148
22209
192.168.100.3
80
56,641
0.300918
100
3.49889
4
3.924301
100
0
0.602865
4.146884
1
DDoS
UDP
1,404,210
udp
192.168.100.150
23598
192.168.100.3
80
464
1.918036
100
0
4
3.487225
100
0
0.541922
4.829016
1
DoS
UDP
1,989,556
tcp
192.168.100.148
61278
192.168.100.3
80
76,162
1.646888
100
0
3
1.164525
100
0
0.204206
3.493576
1
DDoS
TCP
782,305
udp
192.168.100.147
56349
192.168.100.7
80
165,028
0.870698
100
2.560634
4
3.047074
100
0
0.356932
4.785899
1
DoS
UDP
935,107
udp
192.168.100.150
41660
192.168.100.3
80
55,673
1.795636
85
0
4
3.591231
85
0
0.446785
4.497216
1
DoS
UDP
2,162,264
tcp
192.168.100.149
29032
192.168.100.3
80
248,871
0.074733
100
3.965204
1
4.039943
100
0
0.333317
4.114682
1
DDoS
TCP
2,699,898
udp
192.168.100.150
3961
192.168.100.3
80
71,281
1.905678
100
0
4
2.694965
100
0
0.396097
4.059327
1
DDoS
UDP
791,402
udp
192.168.100.150
48123
192.168.100.3
80
174,125
0.221341
83
4.114157
4
4.4608
83
0
0.404382
4.719237
1
DoS
UDP
2,268,057
tcp
192.168.100.150
31637
192.168.100.3
80
92,516
0.055413
100
3.657424
3
3.712837
100
0
0.271309
3.768251
1
DDoS
TCP
1,699,528
tcp
192.168.100.149
8794
192.168.100.3
80
48,287
0
85
0
3
0
100
0
0.094511
0
1
DDoS
TCP
3,191,210
udp
192.168.100.148
43994
192.168.100.3
80
38,282
0.649526
73
2.771829
4
3.690229
100
0
0.723827
4.164674
1
DDoS
UDP
720,227
udp
192.168.100.147
42844
192.168.100.7
80
102,950
1.576618
56
0
4
2.562232
56
0
0.345407
4.980883
1
DoS
UDP
666,878
udp
192.168.100.149
6060
192.168.100.5
80
49,601
1.920489
100
0
4
2.715413
100
0
0.156987
4.121263
1
DoS
UDP
29,073
tcp
192.168.100.147
22342
192.168.100.7
80
27,596
0
100
0
3
0
100
0
0.094818
0
1
DoS
TCP
2,820,340
udp
192.168.100.150
37181
192.168.100.3
80
191,723
1.806247
74
0
4
2.538493
100
0
0.428857
4.054379
1
DDoS
UDP
2,351,615
tcp
192.168.100.147
17988
192.168.100.3
80
176,075
1.451101
100
0
3
2.052052
100
0
0.322482
3.096811
1
DDoS
TCP
1,402,439
udp
192.168.100.149
49614
192.168.100.5
80
260,851
1.455651
100
0
4
2.516368
100
0
0.262624
3.50306
1
DoS
UDP
2,814,085
udp
192.168.100.148
58895
192.168.100.3
80
185,468
1.265819
100
1.368565
4
3.155568
100
0
0.653823
4.140786
1
DDoS
UDP
405,826
tcp
192.168.100.147
24291
192.168.100.7
80
142,197
1.761497
100
0
3
1.017001
100
0
0.178666
4.068004
1
DoS
TCP
955,500
udp
192.168.100.149
11840
192.168.100.5
80
76,066
0.026411
100
4.088075
4
4.122303
100
0
0.242881
4.152366
1
DoS
UDP
2,035,008
tcp
192.168.100.147
42694
192.168.100.3
80
121,614
1.669232
68
0
3
2.359909
100
0
0.288856
3.591084
1
DDoS
TCP
2,691,752
udp
192.168.100.147
42547
192.168.100.3
80
63,135
0.046347
100
3.989426
4
4.029122
100
0
0.833335
4.09415
1
DDoS
UDP
1,428,017
udp
192.168.100.147
51133
192.168.100.7
80
24,274
1.781388
100
0
4
2.181726
100
0
0.250199
3.646291
1
DoS
UDP
2,047,178
tcp
192.168.100.148
18329
192.168.100.3
80
133,784
1.901668
100
0
3
2.634936
100
0
0.27189
4.418607
1
DDoS
TCP
823,033
udp
192.168.100.150
58735
192.168.100.3
80
205,756
0.419715
62
3.643017
4
4.35072
62
0
0.414728
4.730853
1
DoS
UDP
111,212
tcp
192.168.100.149
21846
192.168.100.5
80
109,735
0.034104
100
0
1
0.01969
100
0
0.106811
0.07876
1
DoS
TCP
1,653,444
tcp
192.168.100.147
3287
192.168.100.3
80
2,203
0.001631
100
0
1
0.001631
100
0
0.22856
0.003263
1
DDoS
TCP
1,896,289
tcp
192.168.100.149
62838
192.168.100.3
80
245,048
0
20
0.28637
1
0.28637
100
0
3.491986
0.28637
1
DDoS
TCP
1,806,408
tcp
192.168.100.149
38033
192.168.100.3
80
155,167
0
38
0.191868
1
0.191868
100
0
5.211916
0.191868
1
DDoS
TCP
3,190,857
udp
192.168.100.150
42413
192.168.100.3
80
37,929
0.973379
89
2.026308
4
3.402747
100
0
0.490397
4.107076
1
DDoS
UDP
966,218
udp
192.168.100.148
28898
192.168.100.6
80
86,784
0.017269
100
3.553883
4
3.570581
100
0
0.279782
3.599322
1
DoS
UDP
2,275,212
tcp
192.168.100.148
2957
192.168.100.3
80
99,671
1.585019
100
0
3
2.236179
100
0
0.305261
3.488641
1
DDoS
TCP
550,482
tcp
192.168.100.147
16133
192.168.100.7
80
24,700
0
100
0
3
0
100
0
0.068454
0
1
DoS
TCP
1,679,985
tcp
192.168.100.148
12581
192.168.100.3
80
28,744
0
100
0
3
0
100
0
0.1006
0
1
DDoS
TCP
732,922
udp
192.168.100.150
28455
192.168.100.3
80
115,645
0.136727
100
4.453494
4
4.631526
100
0
0.389356
4.800875
1
DoS
UDP
3,418,176
udp
192.168.100.147
52215
192.168.100.3
80
3,094
0.798248
98
3.004349
4
3.995366
100
0
1.002548
4.959076
1
DDoS
UDP
3,030,748
udp
192.168.100.147
21630
192.168.100.3
80
139,970
1.36678
100
1.978048
4
3.910952
100
0
1.024786
4.884189
1
DDoS
UDP
3,133,737
udp
192.168.100.150
438
192.168.100.3
80
242,959
1.645713
64
0
4
2.013224
100
0
0.412398
4.03115
1
DDoS
UDP
798,076
udp
192.168.100.147
59832
192.168.100.7
80
180,799
1.045285
89
0
4
2.088834
89
0
0.320778
2.690569
1
DoS
UDP
1,858,296
tcp
192.168.100.150
47430
192.168.100.3
80
207,055
0
100
0
3
0
100
0
0
0
1
DDoS
TCP
818,732
udp
192.168.100.147
64460
192.168.100.7
80
201,455
1.050421
100
0
4
2.099341
100
0
0.325572
2.667403
1
DoS
UDP
2,532,822
tcp
192.168.100.150
27459
192.168.100.3
80
95,135
0.081615
82
0
1
0.040808
100
0
0.129172
0.204038
1
DDoS
TCP
2,063,213
tcp
192.168.100.147
49214
192.168.100.3
80
149,819
1.694447
100
0
3
2.395586
100
0
0.290106
3.644363
1
DDoS
TCP
2,987,066
udp
192.168.100.148
54
192.168.100.3
80
96,288
0.634301
100
2.762435
4
3.659469
100
0
0.729197
4.110272
1
DDoS
UDP
1,358,331
udp
192.168.100.149
15777
192.168.100.5
80
216,742
1.759554
92
0
4
2.130715
92
0
0.235559
4.032116
1
DoS
UDP
1,773,577
tcp
192.168.100.147
39493
192.168.100.3
80
122,336
2.287027
100
0
3
2.287027
100
0
0.142438
4.574054
1
DDoS
TCP
1,157,362
udp
192.168.100.148
22206
192.168.100.6
80
15,773
2.053321
60
0
4
1.67518
60
0
0.190904
4.318208
1
DoS
UDP
195,992
tcp
192.168.100.147
1984
192.168.100.7
80
194,515
0
100
0
3
0
100
0
0.129283
0
1
DoS
TCP
1,365,017
udp
192.168.100.148
10439
192.168.100.6
80
223,428
2.071369
100
0
4
2.070459
100
0
0.184964
4.227739
1
DoS
UDP
937
tcp
192.168.100.150
51940
192.168.100.3
80
945
0.949318
100
0
1
0.671317
100
0.249423
0.356085
2.013856
1
DoS
HTTP
2,856,137
udp
192.168.100.149
51092
192.168.100.3
80
227,520
0.376061
85
4.035221
4
4.411285
100
0
0.460299
4.787349
1
DDoS
UDP
2,783,994
udp
192.168.100.147
131
192.168.100.3
80
155,377
0.705334
37
3.002474
4
3.914612
100
0
0.873252
4.72032
1
DDoS
UDP
3,613,455
tcp
192.168.100.147
51005
192.168.100.3
30000
18,895
0
100
0.000613
1
0.000613
100
0
0
0.000613
1
Reconnaissance
Service_Scan
2,104,507
tcp
192.168.100.148
38307
192.168.100.3
80
191,113
1.862535
61
0
3
2.558903
100
0
0.274901
4.379248
1
DDoS
TCP
369,010
tcp
192.168.100.148
3320
192.168.100.6
80
105,380
0
100
0
3
0
100
0
0.162477
0
1
DoS
TCP
295,670
tcp
192.168.100.148
52154
192.168.100.6
80
32,040
0.009508
71
0
3
0.004754
71
0
0.165361
0.02377
1
DoS
TCP
2,004,683
tcp
192.168.100.149
62148
192.168.100.3
80
91,289
0.182351
72
3.615744
1
3.85301
100
0
0.318691
4.059145
1
DDoS
TCP
356,888
tcp
192.168.100.149
22031
192.168.100.5
80
93,258
2.029152
100
0
1
1.185541
100
0
0.121482
4.700009
1
DoS
TCP
2,959,317
udp
192.168.100.149
25739
192.168.100.3
80
68,539
0.951597
100
2.036294
4
3.382041
100
0
0.493204
4.060109
1
DDoS
UDP
1,693,586
tcp
192.168.100.147
19741
192.168.100.3
80
42,345
0
32
0
3
0
100
0
0.10379
0
1
DDoS
TCP
905,542
udp
192.168.100.150
34926
192.168.100.3
80
26,108
1.796579
100
0
4
3.59309
100
0
0.446824
4.501008
1
DoS
UDP
2,205,853
tcp
192.168.100.150
43490
192.168.100.3
80
30,311
1.74697
65
0
1
2.469639
100
0
0.360379
3.763802
1
DDoS
TCP
2,197,044
tcp
192.168.100.149
1816
192.168.100.3
80
21,502
1.69081
100
0
3
2.391166
100
0
0.282767
3.587354
1
DDoS
TCP
1,324,942
udp
192.168.100.148
60428
192.168.100.6
80
183,353
1.869327
94
0
4
3.202483
94
0
0.188041
4.719423
1
DoS
UDP
2,099,114
tcp
192.168.100.149
1807
192.168.100.3
80
185,720
1.843119
100
0
1
2.60476
100
0
0.333407
3.991091
1
DDoS
TCP
2,218,635
tcp
192.168.100.147
45782
192.168.100.3
80
43,094
0.117448
78
2.741162
3
2.902609
100
0
0.337915
3.01713
1
DDoS
TCP
3,156,557
udp
192.168.100.147
46642
192.168.100.3
80
3,629
0.942922
100
2.979987
4
4.313474
100
0
1.003302
4.983168
1
DDoS
UDP
2,465,872
tcp
192.168.100.147
56293
192.168.100.3
80
28,184
1.17357
100
0
1
0.952513
100
0.06347
0.153207
2.605816
1
DDoS
TCP
1,575,527
udp
192.168.100.148
19498
192.168.100.6
80
171,784
0.021233
87
3.999509
4
4.029374
87
0
0.248002
4.047187
1
DoS
UDP
1,938,918
tcp
192.168.100.148
51797
192.168.100.3
80
25,521
1.560114
63
0.192386
1
2.397699
100
0
0.274847
3.558497
1
DDoS
TCP
3,239,189
udp
192.168.100.147
9595
192.168.100.3
80
86,261
1.414197
100
1.982114
4
3.981994
100
0
0.931642
4.99892
1
DDoS
UDP
1,412,079
udp
192.168.100.148
63480
192.168.100.6
80
8,336
0.0119
39
4.023423
4
4.042276
39
0
0.247815
4.055564
1
DoS
UDP
2,755,923
udp
192.168.100.149
18092
192.168.100.3
80
127,306
2.045882
100
0
4
2.878007
100
0
0.393491
4.574418
1
DDoS
UDP
3,149,818
udp
192.168.100.149
4509
192.168.100.3
80
259,040
1.909933
40
0
4
2.701053
100
0
0.493116
4.052425
1
DDoS
UDP
2,056,186
tcp
192.168.100.148
21996
192.168.100.3
80
142,792
1.956869
31
0
1
2.683808
100
0
0.338676
4.61042
1
DDoS
TCP
599,704
tcp
192.168.100.150
8577
192.168.100.3
80
73,923
0.01544
54
0.136512
1
0.157816
54
0.040253
0.100633
0.172611
1
DoS
TCP
2,525,317
tcp
192.168.100.147
16525
192.168.100.3
80
87,629
0.167322
100
0
1
0.163693
100
0.057459
0.129694
0.376398
1
DDoS
TCP
425,645
tcp
192.168.100.148
29049
192.168.100.6
80
162,016
0.135626
99
0
3
0.067813
99
0
0.133183
0.339065
1
DoS
TCP
318,502
tcp
192.168.100.149
8904
192.168.100.5
80
54,872
2.12231
100
0
1
1.251276
100
0
0.130079
4.926809
1
DoS
TCP
3,365,678
udp
192.168.100.149
4492
192.168.100.3
80
212,750
1.955321
48
0
4
2.765242
100
0
0.484498
4.148145
1
DDoS
UDP
581,425
tcp
192.168.100.149
55154
192.168.100.5
80
55,643
0
99
0
3
0
99
0
0.054362
0
1
DoS
TCP
3,215,241
udp
192.168.100.147
63781
192.168.100.3
80
62,313
0.824071
65
2.976834
4
3.984792
100
0
1.002937
4.995381
1
DDoS
UDP
3,036,034
udp
192.168.100.147
24096
192.168.100.3
80
145,256
1.367536
95
1.976633
4
3.910609
100
0
1.02482
4.883532
1
DDoS
UDP
763,913
udp
192.168.100.148
37575
192.168.100.6
80
146,636
1.555734
100
0
4
2.694608
100
0
0.242563
3.595376
1
DoS
UDP
134,938
tcp
192.168.100.148
40312
192.168.100.6
80
133,461
0.007308
100
0
3
0.003654
100
0
0.132013
0.01827
1
DoS
TCP
1,956,156
tcp
192.168.100.147
20611
192.168.100.3
80
42,759
0.300933
100
2.929651
3
3.348133
100
0
0.295378
3.624427
1
DDoS
TCP
3,151,987
udp
192.168.100.148
42018
192.168.100.3
80
261,210
1.937542
30
0
4
2.740088
100
0
0.728829
4.116877
1
DDoS
UDP
2,053,999
tcp
192.168.100.148
20898
192.168.100.3
80
140,605
1.947134
44
0
1
2.675503
100
0
0.339643
4.577398
1
DDoS
TCP
182,659
tcp
192.168.100.148
52932
192.168.100.6
80
181,182
0.017256
56
0
1
0.015327
56
0.042803
0.128286
0.041866
1
DoS
TCP
2,318,950
tcp
192.168.100.150
43576
192.168.100.3
80
143,410
1.734227
80
0
1
2.452508
100
0
0.359963
3.693565
1
DDoS
TCP
3,070,877
udp
192.168.100.148
28149
192.168.100.3
80
180,099
0.638669
100
2.752196
4
3.655406
100
0
0.729491
4.110072
1
DDoS
UDP
2,623,690
tcp
192.168.100.150
42120
192.168.100.3
80
186,003
0.127396
100
0
1
0.104016
100
0.0465
0.152009
0.261273
1
DDoS
TCP
2,638,630
udp
192.168.100.147
11953
192.168.100.3
80
10,013
0.463891
100
3.99407
4
4.339375
100
0
0.838323
4.995106
1
DDoS
UDP
2,426,564
tcp
192.168.100.148
50125
192.168.100.3
80
251,024
1.526033
87
0
1
2.158065
100
0
0.422079
3.252265
1
DDoS
TCP