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
968,953
udp
192.168.100.149
15821
192.168.100.5
80
89,519
0.026997
100
4.081574
4
4.115419
100
0
0.243005
4.147579
1
DoS
UDP
3,168,187
udp
192.168.100.150
37761
192.168.100.3
80
15,259
0.970078
100
2.035188
4
3.4068
100
0
0.490325
4.116896
1
DDoS
UDP
179,889
tcp
192.168.100.148
52273
192.168.100.6
80
178,412
0.01097
100
0
3
0.006333
100
0
0.127645
0.025333
1
DoS
TCP
1,236,434
udp
192.168.100.147
32649
192.168.100.7
80
94,845
1.815023
100
0
4
2.221189
100
0
0.214937
3.832482
1
DoS
UDP
433,152
tcp
192.168.100.148
31358
192.168.100.6
80
169,523
0.123192
91
0
3
0.061596
91
0
0.131556
0.30798
1
DoS
TCP
126,522
tcp
192.168.100.150
20281
192.168.100.3
80
125,045
0.009823
89
0.087279
1
0.097102
89
0.037184
0.111551
0.106925
1
DoS
TCP
2,450,300
tcp
192.168.100.147
52383
192.168.100.3
80
12,611
1.104666
100
0
3
0.781117
100
0
0.094078
2.343351
1
DDoS
TCP
2,054,082
tcp
192.168.100.148
20932
192.168.100.3
80
140,688
1.885751
100
0
3
2.611487
100
0
0.271715
4.385403
1
DDoS
TCP
1,682,172
tcp
192.168.100.147
16758
192.168.100.3
80
30,931
0
39
0
3
0
100
0
0.105355
0
1
DDoS
TCP
1,375,037
udp
192.168.100.148
15467
192.168.100.6
80
233,449
2.094285
100
0
4
2.092386
100
0
0.188552
4.310874
1
DoS
UDP
1,731,262
tcp
192.168.100.148
25012
192.168.100.3
80
80,021
0.064903
84
0
1
0.064903
100
0
0.19566
0.129806
1
DDoS
TCP
1,462,001
udp
192.168.100.150
5929
192.168.100.3
80
58,258
1.924769
77
0
4
3.848052
77
0
0.618442
4.912054
1
DoS
UDP
2,037,905
tcp
192.168.100.147
43557
192.168.100.3
80
124,511
1.667799
23
0
3
2.357443
100
0
0.288816
3.600789
1
DDoS
TCP
2,028,622
tcp
192.168.100.148
12002
192.168.100.3
80
115,228
1.920519
27
0
3
2.658677
100
0
0.270647
4.468812
1
DDoS
TCP
2,076,308
tcp
192.168.100.148
29743
192.168.100.3
80
162,914
1.90098
100
0
3
2.634211
100
0
0.272049
4.416382
1
DDoS
TCP
907,578
udp
192.168.100.148
9474
192.168.100.6
80
28,144
1.431995
46
0
4
2.863972
46
0
0.280328
3.585515
1
DoS
UDP
1,909,479
tcp
192.168.100.150
64359
192.168.100.3
80
258,238
0
100
0
3
0
100
0
0
0
1
DDoS
TCP
126,808
tcp
192.168.100.150
20405
192.168.100.3
80
125,331
0.02617
50
0.090812
1
0.116982
50
0.037113
0.111339
0.143153
1
DoS
TCP
995,385
udp
192.168.100.150
56569
192.168.100.3
80
115,951
1.790636
62
0
4
3.581226
62
0
0.44666
4.488775
1
DoS
UDP
1,689,736
tcp
192.168.100.150
6291
192.168.100.3
80
38,495
0
100
0
3
0
100
0
0.084024
0
1
DDoS
TCP
3,274,793
udp
192.168.100.149
52509
192.168.100.3
80
121,865
1.95414
100
0
4
2.763463
100
0
0.484466
4.16627
1
DDoS
UDP
1,452,803
udp
192.168.100.148
50382
192.168.100.6
80
49,060
1.745843
100
0
4
3.023515
100
0
0.247599
4.05779
1
DoS
UDP
2,453,456
tcp
192.168.100.150
11612
192.168.100.3
80
15,767
0.092073
100
0
1
0.046036
100
0
0.109793
0.230182
1
DDoS
TCP
2,687,292
udp
192.168.100.148
23349
192.168.100.3
80
58,675
0.300761
100
3.498895
4
3.924092
100
0
0.603271
4.146314
1
DDoS
UDP
1,227,363
udp
192.168.100.149
59701
192.168.100.5
80
85,774
1.830518
60
0
4
2.20374
60
0
0.221269
4.286539
1
DoS
UDP
1,140,959
udp
192.168.100.149
62819
192.168.100.5
80
261,526
0.025243
100
4.063095
4
4.090936
100
0
0.243686
4.124258
1
DoS
UDP
3,636,729
tcp
192.168.100.147
34141
192.168.100.5
1271
13,059
0
100
0.004186
1
0.004186
100
0
0
0.004186
1
Reconnaissance
Service_Scan
1,657,022
tcp
192.168.100.147
5934
192.168.100.3
80
5,781
0.083932
48
0.009043
1
0.092975
100
0.109714
0.329143
0.176907
1
DDoS
TCP
1,305,021
udp
192.168.100.150
1653
192.168.100.3
80
163,432
1.756901
93
0
4
3.067981
93
0
0.461985
4.925953
1
DoS
UDP
3,241,721
udp
192.168.100.147
11359
192.168.100.3
80
88,793
1.413938
100
1.982371
4
3.981886
100
0
1.003329
4.998539
1
DDoS
UDP
1,321,458
udp
192.168.100.148
58891
192.168.100.6
80
179,869
1.894055
77
0
4
3.232601
77
0
0.188265
4.837283
1
DoS
UDP
3,411,859
udp
192.168.100.149
29772
192.168.100.3
80
258,931
1.940173
97
0
4
2.743255
100
0
0.484492
4.163083
1
DDoS
UDP
2,891,269
udp
192.168.100.150
11092
192.168.100.3
80
484
0.937432
62
2.046774
4
3.372501
100
0
0.494422
4.037934
1
DDoS
UDP
267,414
tcp
192.168.100.148
43539
192.168.100.6
80
3,784
0.031596
88
0
1
0.024056
88
0.053218
0.132908
0.084745
1
DoS
TCP
1,271,040
udp
192.168.100.148
45165
192.168.100.6
80
129,451
2.027182
99
0
4
1.654573
99
0
0.189348
4.223779
1
DoS
UDP
2,827,183
udp
192.168.100.150
39410
192.168.100.3
80
198,566
1.771853
100
0
4
2.475142
100
0
0.43568
4.051017
1
DDoS
UDP
463,004
tcp
192.168.100.149
50320
192.168.100.5
80
199,375
2.111254
100
0
1
1.527497
100
0
0.127287
4.512992
1
DoS
TCP
901,905
udp
192.168.100.150
34169
192.168.100.3
80
22,471
1.79667
86
0
4
3.593266
86
0
0.446823
4.502365
1
DoS
UDP
3,096,144
udp
192.168.100.148
39850
192.168.100.3
80
205,366
1.279789
100
1.390139
4
3.200033
100
0
0.728999
4.107315
1
DDoS
UDP
585,843
tcp
192.168.100.148
63252
192.168.100.6
80
60,062
0
50
0
3
0
50
0
0.053168
0
1
DoS
TCP
596,787
tcp
192.168.100.150
8035
192.168.100.3
80
71,006
0.006123
32
0.129994
1
0.13864
32
0.04027
0.100674
0.143374
1
DoS
TCP
3,356,666
udp
192.168.100.150
7471
192.168.100.3
80
203,738
1.924143
68
0
4
2.721099
100
0
0.408877
4.0959
1
DDoS
UDP
3,545,750
udp
192.168.100.148
58202
192.168.100.3
80
130,669
0.737871
80
2.557831
4
3.601067
100
0
0.739765
4.143262
1
DDoS
UDP
3,185,334
udp
192.168.100.148
42328
192.168.100.3
80
32,406
0.650736
35
2.770023
4
3.69006
100
0
0.723883
4.16831
1
DDoS
UDP
1,058,660
udp
192.168.100.149
38336
192.168.100.5
80
179,226
1.780833
98
0
4
3.084375
98
0
0.230921
4.133141
1
DoS
UDP
425,292
tcp
192.168.100.147
29646
192.168.100.7
80
161,663
1.891935
83
0
3
1.092309
83
0
0.17562
4.369236
1
DoS
TCP
3,559,456
udp
192.168.100.149
7266
192.168.100.3
80
144,375
0.88204
99
2.223016
4
3.469822
99
0
0.482148
4.126365
1
DDoS
UDP
712,784
udp
192.168.100.150
21724
192.168.100.3
80
95,507
1.877939
32
0
4
3.738446
32
0
0.390506
4.9863
1
DoS
UDP
1,601,450
udp
192.168.100.149
6559
192.168.100.5
80
197,708
0.543301
81
3.281151
4
3.743533
81
0
0.277146
4.634967
1
DoS
UDP
2,486,973
tcp
192.168.100.149
36737
192.168.100.3
80
49,285
0.135003
100
0
1
0.077944
100
0
0.092386
0.311777
1
DDoS
TCP
2,767,244
udp
192.168.100.149
20965
192.168.100.3
80
138,627
2.01901
95
0
4
2.845053
100
0
0.396412
4.476997
1
DDoS
UDP
1,450,374
udp
192.168.100.148
50065
192.168.100.6
80
46,631
1.746141
100
0
4
3.023927
100
0
0.247583
4.074744
1
DoS
UDP
505,560
tcp
192.168.100.150
10048
192.168.100.3
80
241,933
0
100
0.166842
1
0.166842
100
0
5.993695
0.166842
1
DoS
TCP
2,821,565
udp
192.168.100.148
61307
192.168.100.3
80
192,948
1.224389
76
1.376879
4
3.095078
100
0
0.663954
4.140019
1
DDoS
UDP
87,785
tcp
192.168.100.150
12459
192.168.100.3
80
86,308
0.052962
84
0.058746
1
0.111708
84
0.039494
0.118481
0.16467
1
DoS
TCP
2,708,112
udp
192.168.100.149
5656
192.168.100.3
80
79,495
2.161578
100
0
4
3.011718
100
0
0.381494
4.971221
1
DDoS
UDP
2,197,507
tcp
192.168.100.148
53609
192.168.100.3
80
21,965
1.518548
75
0
3
2.132787
100
0
0.309944
3.416884
1
DDoS
TCP
2,557,087
tcp
192.168.100.148
13032
192.168.100.3
80
119,400
0.0967
100
0
1
0.04835
100
0
0.115976
0.241751
1
DDoS
TCP
1,603,816
udp
192.168.100.148
29957
192.168.100.6
80
200,074
0.026099
100
3.986805
4
4.023627
100
0
0.24796
4.043019
1
DoS
UDP
1,469,417
udp
192.168.100.150
11617
192.168.100.3
80
65,674
1.924928
100
0
4
3.848424
100
0
0.601686
4.910714
1
DoS
UDP
73,120
tcp
192.168.100.149
11570
192.168.100.5
80
71,643
0.016182
91
0
3
0.009343
91
0
0.104636
0.03737
1
DoS
TCP
217,481
tcp
192.168.100.148
65523
192.168.100.6
80
216,004
0.012411
100
0
3
0.012293
100
0.144797
0.139995
0.026998
1
DoS
TCP
2,495,318
tcp
192.168.100.148
59829
192.168.100.3
80
57,630
1.259153
32
0
3
1.259153
100
0
0.050033
2.518305
1
DDoS
TCP
1,426,991
udp
192.168.100.149
46421
192.168.100.5
80
23,248
1.539002
100
0
4
2.934905
100
0
0.28494
4.566039
1
DoS
UDP
2,828,098
udp
192.168.100.149
39588
192.168.100.3
80
199,481
1.771878
40
0
4
2.473455
100
0
0.435128
4.057804
1
DDoS
UDP
1,508,853
udp
192.168.100.150
44963
192.168.100.3
80
105,110
0.035812
100
4.781669
4
4.814279
100
0
0.624756
4.874116
1
DoS
UDP
1,122,688
udp
192.168.100.149
50860
192.168.100.5
80
243,255
0.021349
18
4.089032
4
4.112567
18
0
0.243328
4.140773
1
DoS
UDP
647,316
udp
192.168.100.147
25299
192.168.100.7
80
30,039
1.240699
100
0
4
1.752999
100
0
0.307679
2.727025
1
DoS
UDP
545,332
tcp
192.168.100.147
14669
192.168.100.7
80
19,550
0
89
0
3
0
89
0
0.068219
0
1
DoS
TCP
1,311,566
udp
192.168.100.150
3206
192.168.100.3
80
169,977
1.755002
65
0
4
3.064848
65
0
0.464489
4.921904
1
DoS
UDP
1,097,024
udp
192.168.100.148
53415
192.168.100.6
80
217,590
0.025892
27
3.51298
4
3.552364
27
0
0.280261
3.576064
1
DoS
UDP
1,200,546
udp
192.168.100.150
39931
192.168.100.3
80
58,957
1.864521
64
0
4
3.293165
64
0
0.459896
4.972958
1
DoS
UDP
597,169
tcp
192.168.100.149
59896
192.168.100.5
80
71,388
0
100
0
3
0
100
0
0.05428
0
1
DoS
TCP
2,641,388
udp
192.168.100.147
14711
192.168.100.3
80
12,771
0.460584
100
3.992212
4
4.339004
100
0
0.838428
4.9899
1
DDoS
UDP
3,273,487
udp
192.168.100.149
52163
192.168.100.3
80
120,559
1.950359
30
0
4
2.758117
100
0
0.484471
4.158141
1
DDoS
UDP
2,712,239
udp
192.168.100.148
31410
192.168.100.3
80
83,622
0.56796
100
2.756202
4
3.427579
100
0
0.474777
4.145117
1
DDoS
UDP
614,163
tcp
192.168.100.150
11569
192.168.100.3
80
88,382
0.019698
63
0.122094
1
0.14314
63
0.040328
0.100477
0.169469
1
DoS
TCP
796,699
udp
192.168.100.148
44875
192.168.100.6
80
179,422
1.574805
33
0
4
2.726094
33
0
0.248435
3.721403
1
DoS
UDP
2,730,590
udp
192.168.100.149
11549
192.168.100.3
80
101,973
2.105786
41
0
4
2.948576
100
0
0.387116
4.784703
1
DDoS
UDP
1,579,707
udp
192.168.100.148
21758
192.168.100.6
80
175,964
0.026833
100
3.990351
4
4.028078
100
0
0.248007
4.050868
1
DoS
UDP
3,037,682
udp
192.168.100.147
24893
192.168.100.3
80
146,904
1.832756
100
0.989858
4
3.581758
100
0
0.951639
4.883479
1
DDoS
UDP
2,519,333
tcp
192.168.100.147
12782
192.168.100.3
80
81,645
0
100
0
3
0
100
0
0.08053
0
1
DDoS
TCP
2,919,303
udp
192.168.100.148
51641
192.168.100.3
80
28,525
0.634334
60
2.760296
4
3.657332
100
0
0.72934
4.113946
1
DDoS
UDP
3,227,776
udp
192.168.100.149
47067
192.168.100.3
80
74,848
0.997305
100
2.025741
4
3.435848
100
0
0.48587
4.165939
1
DDoS
UDP
940,800
udp
192.168.100.149
7317
192.168.100.5
80
61,366
0.028124
47
4.086197
4
4.123272
47
0
0.242901
4.154201
1
DoS
UDP
2,779,142
udp
192.168.100.147
64647
192.168.100.3
80
150,525
0.719334
71
3.003436
4
3.925488
100
0
0.87035
4.758709
1
DDoS
UDP
359,938
tcp
192.168.100.148
393
192.168.100.6
80
96,308
0.010457
82
0
1
0.008524
82
0.055797
0.164028
0.022276
1
DoS
TCP
2,411,389
tcp
192.168.100.147
39081
192.168.100.3
80
235,849
1.439644
39
0
3
2.035964
100
0
0.333292
3.054712
1
DDoS
TCP
2,332,892
tcp
192.168.100.149
39044
192.168.100.3
80
157,352
0.050869
100
3.46174
3
3.512609
100
0
0.283417
3.563477
1
DDoS
TCP
3,048,843
udp
192.168.100.148
20270
192.168.100.3
80
158,065
0.636356
100
2.754014
4
3.653953
100
0
0.729567
4.105986
1
DDoS
UDP
2,211,974
tcp
192.168.100.149
7158
192.168.100.3
80
36,432
1.687908
68
0
3
2.386855
100
0
0.282935
3.607531
1
DDoS
TCP
3,497,986
udp
192.168.100.147
18146
192.168.100.3
80
82,905
0.996981
100
2.848542
4
4.258195
100
0
0.878857
4.987735
1
DDoS
UDP
2,595,266
tcp
192.168.100.147
42073
192.168.100.3
80
157,579
0.162376
100
0
1
0.093748
100
0
0.090514
0.374991
1
DDoS
TCP
2,871,327
udp
192.168.100.149
58720
192.168.100.3
80
242,710
0.215682
57
4.071634
4
4.287311
100
0
0.47154
4.502988
1
DDoS
UDP
545,713
tcp
192.168.100.150
64347
192.168.100.3
80
19,931
0.023821
73
0.10092
1
0.133807
73
0.040296
0.100739
0.156575
1
DoS
TCP
2,114,320
tcp
192.168.100.149
10299
192.168.100.3
80
200,926
0.0144
88
3.987889
3
4.002255
100
0
0.247755
4.016622
1
DDoS
TCP
1,269,042
udp
192.168.100.148
44703
192.168.100.6
80
127,453
2.029209
100
0
4
1.659436
100
0
0.189345
4.24851
1
DoS
UDP
1,425,412
udp
192.168.100.150
35392
192.168.100.3
80
21,669
1.226531
100
1.73128
4
4.184277
100
0
0.586855
4.811815
1
DoS
UDP
3,465,747
udp
192.168.100.148
45143
192.168.100.3
80
50,666
0.674547
80
2.695253
4
3.648636
100
0
0.732072
4.153871
1
DDoS
UDP
1,788,819
tcp
192.168.100.149
33450
192.168.100.3
80
137,578
0
100
0.213589
1
0.213589
100
0
4.681889
0.213589
1
DDoS
TCP