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
3,568,609
udp
192.168.100.149
10465
192.168.100.3
80
153,528
0.798331
88
2.402235
4
3.530589
100
0
0.476259
4.128163
1
DDoS
UDP
1,300,287
udp
192.168.100.147
57620
192.168.100.7
80
158,698
1.809904
93
0
4
1.477486
93
0
0.200134
3.750863
1
DoS
UDP
393,555
tcp
192.168.100.147
21479
192.168.100.7
80
129,926
1.784822
100
0
3
1.030467
100
0
0.17839
4.121869
1
DoS
TCP
3,642,170
icmp
192.168.100.5
0x0303
192.168.100.149
0x0102
18,814
0
44
0
5
0
13
0
0.001345
0
1
Reconnaissance
Service_Scan
1,539,546
udp
192.168.100.149
55415
192.168.100.5
80
135,803
0.083616
55
3.265033
4
3.350103
55
0
0.283727
3.484793
1
DoS
UDP
2,287,981
tcp
192.168.100.148
10111
192.168.100.3
80
112,441
1.561274
24
0
3
2.202603
100
0
0.305989
3.437202
1
DDoS
TCP
1,085,532
udp
192.168.100.147
9013
192.168.100.7
80
206,098
0.53321
100
2.542907
4
2.846848
100
0
0.406363
3.912226
1
DoS
UDP
3,330,928
udp
192.168.100.149
62156
192.168.100.3
80
178,000
1.951635
98
0
4
2.759996
100
0
0.484374
4.151513
1
DDoS
UDP
2,223,026
tcp
192.168.100.149
11390
192.168.100.3
80
47,485
1.698886
26
0
3
2.402535
100
0
0.281665
3.61763
1
DDoS
TCP
852,181
udp
192.168.100.149
50171
192.168.100.5
80
234,904
2.110117
56
0
4
2.109239
56
0
0.225101
4.304549
1
DoS
UDP
122,157
tcp
192.168.100.148
36966
192.168.100.6
80
120,680
0.088851
57
0
1
0.044426
57
0
0.130696
0.222128
1
DoS
TCP
2,146,712
tcp
192.168.100.149
20990
192.168.100.3
80
233,319
0.045445
100
3.816854
3
3.862299
100
0
0.251616
3.907744
1
DDoS
TCP
1,444,476
udp
192.168.100.147
35463
192.168.100.7
80
40,733
0.502436
100
2.512398
4
3.379082
100
0
0.286988
3.737001
1
DoS
UDP
167,079
tcp
192.168.100.150
28591
192.168.100.3
80
165,602
0.023468
79
0.115884
1
0.139353
79
0.035654
0.106961
0.162821
1
DoS
TCP
2,764,325
udp
192.168.100.149
20350
192.168.100.3
80
135,708
2.028488
25
0
4
2.856738
100
0
0.395373
4.511887
1
DDoS
UDP
1,443,020
udp
192.168.100.147
35093
192.168.100.7
80
39,277
0.502381
39
2.512282
4
3.378834
39
0
0.286987
3.737178
1
DoS
UDP
1,216,250
udp
192.168.100.149
58573
192.168.100.5
80
74,661
1.875123
97
0
4
2.241509
97
0
0.221197
4.47999
1
DoS
UDP
2,057,152
tcp
192.168.100.148
22636
192.168.100.3
80
143,758
1.907116
100
0
3
2.63631
100
0
0.270745
4.447458
1
DDoS
TCP
112,214
tcp
192.168.100.147
45879
192.168.100.7
80
110,737
0
66
0
3
0
66
0
0.12702
0
1
DoS
TCP
2,316,034
tcp
192.168.100.147
175
192.168.100.3
80
140,494
1.414185
84
0
3
1.998319
100
0
0.323693
3.067618
1
DDoS
TCP
1,685,747
tcp
192.168.100.150
5350
192.168.100.3
80
34,506
0
100
0
3
0
100
0
0.083813
0
1
DDoS
TCP
1,461,169
udp
192.168.100.150
5097
192.168.100.3
80
57,426
1.924693
100
0
4
3.84789
100
0
0.620665
4.912195
1
DoS
UDP
2,516,417
tcp
192.168.100.147
11034
192.168.100.3
80
78,729
2.234473
100
0
1
1.709479
100
0.066651
0.198778
4.865862
1
DDoS
TCP
3,645,621
tcp
192.168.100.148
33419
192.168.100.3
3211
22,316
0
93
0.000016
1
0.000016
93
0
0
0.000016
1
Reconnaissance
Service_Scan
2,187,553
tcp
192.168.100.149
26743
192.168.100.3
80
12,005
0.095608
100
3.481338
1
3.599903
100
0
0.351493
3.715471
1
DDoS
TCP
1,961,001
tcp
192.168.100.148
55805
192.168.100.3
80
47,606
1.655941
73
0
3
1.170927
100
0
0.204466
3.512782
1
DDoS
TCP
3,190,458
udp
192.168.100.148
43818
192.168.100.3
80
37,530
0.651299
100
2.770503
4
3.691349
100
0
0.723833
4.169594
1
DDoS
UDP
204,257
tcp
192.168.100.148
59363
192.168.100.6
80
202,780
0
100
0
3
0
100
0
0.135215
0
1
DoS
TCP
1,674,214
tcp
192.168.100.148
10743
192.168.100.3
80
22,973
0.012753
100
0
1
0.012753
100
0
0.203379
0.025505
1
DDoS
TCP
2,200,431
tcp
192.168.100.147
43327
192.168.100.3
80
24,889
1.263608
99
0
1
2.185656
100
0
0.403484
2.989148
1
DDoS
TCP
3,213,210
udp
192.168.100.150
47111
192.168.100.3
80
60,282
0.973859
100
2.025539
4
3.402571
100
0
0.490906
4.111988
1
DDoS
UDP
1,959,305
tcp
192.168.100.149
38030
192.168.100.3
80
45,910
0.04314
71
3.93789
1
3.998777
100
0
0.312463
4.032565
1
DDoS
TCP
1,228,866
udp
192.168.100.147
29113
192.168.100.7
80
87,277
1.810446
100
0
4
2.215739
100
0
0.215298
3.817334
1
DoS
UDP
3,596,912
tcp
192.168.100.149
62169
192.168.100.3
56738
1,741
0
99
0.000022
1
0.000022
99
0
0
0.000022
1
Reconnaissance
Service_Scan
2,907,593
udp
192.168.100.147
44425
192.168.100.3
80
16,815
0.910652
56
2.939813
4
4.227605
100
0
1.024304
4.882818
1
DDoS
UDP
470,518
tcp
192.168.100.149
52613
192.168.100.5
80
206,889
2.132306
20
0
1
1.535441
20
0
0.12719
4.550807
1
DoS
TCP
804,677
udp
192.168.100.150
52566
192.168.100.3
80
187,400
0.291251
100
3.947443
4
4.424052
100
0
0.408416
4.727139
1
DoS
UDP
2,955,454
udp
192.168.100.147
57433
192.168.100.3
80
64,676
1.369444
47
1.969819
4
3.906504
100
0
1.024568
4.875086
1
DDoS
UDP
2,318,019
tcp
192.168.100.150
63108
192.168.100.3
80
142,479
1.803329
100
0
1
2.547158
100
0
0.349693
3.930178
1
DDoS
TCP
1,678,967
tcp
192.168.100.150
3645
192.168.100.3
80
27,726
0
81
0
3
0
100
0
0.083327
0
1
DDoS
TCP
1,180,399
udp
192.168.100.150
35898
192.168.100.3
80
38,810
1.723599
19
0
4
3.495247
19
0
0.459259
4.867346
1
DoS
UDP
1,096,341
udp
192.168.100.147
17902
192.168.100.7
80
216,907
0.531757
100
2.539229
4
2.846338
100
0
0.406362
3.908682
1
DoS
UDP
2,522,979
tcp
192.168.100.147
15001
192.168.100.3
80
85,291
0
100
0
3
0
100
0
0.079345
0
1
DDoS
TCP
2,895,413
udp
192.168.100.147
41006
192.168.100.3
80
4,635
0.912969
100
2.938059
4
4.229106
100
0
1.024359
4.887559
1
DDoS
UDP
1,210,642
udp
192.168.100.150
41779
192.168.100.3
80
69,053
1.855376
95
0
4
3.278692
95
0
0.460051
4.972934
1
DoS
UDP
2,455,196
tcp
192.168.100.150
12278
192.168.100.3
80
17,508
0.145823
80
0
1
0.11839
100
0.102525
0.131687
0.320472
1
DDoS
TCP
164,093
tcp
192.168.100.147
59168
192.168.100.7
80
162,616
0
10
0
3
0
10
0
0.122648
0
1
DoS
TCP
1,005,635
udp
192.168.100.147
56733
192.168.100.7
80
126,201
0.962654
100
0
4
2.152273
100
0
0.367283
2.599118
1
DoS
UDP
2,479,630
tcp
192.168.100.149
35659
192.168.100.3
80
41,942
0.096205
78
0
1
0.055544
100
0
0.093558
0.222176
1
DDoS
TCP
1,610,202
udp
192.168.100.147
10743
192.168.100.7
80
206,460
1.779764
100
0
4
2.179734
100
0
0.269752
3.644854
1
DoS
UDP
3,877
tcp
192.168.100.147
4913
192.168.100.7
80
2,400
0
100
0
3
0
100
0
0.13081
0
1
DoS
TCP
1,787,360
tcp
192.168.100.149
32965
192.168.100.3
80
136,119
0
68
0
3
0
100
0
0
0
1
DDoS
TCP
1,877,298
tcp
192.168.100.150
52120
192.168.100.3
80
226,057
0
15
0
3
0
100
0
0
0
1
DDoS
TCP
101,559
tcp
192.168.100.148
31525
192.168.100.6
80
100,082
0
100
0
3
0
100
0
0.129277
0
1
DoS
TCP
2,458,139
tcp
192.168.100.150
13603
192.168.100.3
80
20,451
0.103888
75
0
3
0.04646
100
0
0.131485
0.27876
1
DDoS
TCP
2,773,632
udp
192.168.100.147
63231
192.168.100.3
80
145,015
0.73918
100
3.004897
4
3.943065
100
0
0.867415
4.811475
1
DDoS
UDP
3,050,375
udp
192.168.100.148
20842
192.168.100.3
80
159,597
0.63694
100
2.752898
4
3.653662
100
0
0.729585
4.106363
1
DDoS
UDP
802,285
udp
192.168.100.147
60777
192.168.100.7
80
185,008
1.044287
65
0
4
2.087056
65
0
0.321716
2.683096
1
DoS
UDP
929,206
udp
192.168.100.150
40413
192.168.100.3
80
49,772
1.793092
54
0
4
3.586143
54
0
0.44679
4.490833
1
DoS
UDP
1,261,886
udp
192.168.100.147
44871
192.168.100.7
80
120,297
1.816282
17
0
4
2.222073
17
0
0.211395
3.857204
1
DoS
UDP
1,678,383
tcp
192.168.100.150
3461
192.168.100.3
80
27,142
0
49
0
3
0
100
0
0.083285
0
1
DDoS
TCP
1,475,986
udp
192.168.100.150
16074
192.168.100.3
80
72,243
1.924971
100
0
4
3.848616
100
0
0.587013
4.907172
1
DoS
UDP
2,063,525
tcp
192.168.100.148
24874
192.168.100.3
80
150,131
0.488883
100
3.319562
1
3.743973
100
0
0.338799
4.428849
1
DDoS
TCP
1,694,043
tcp
192.168.100.149
7485
192.168.100.3
80
42,802
0
61
0
3
0
100
0
0.094819
0
1
DDoS
TCP
2,835,143
udp
192.168.100.150
42118
192.168.100.3
80
206,526
1.73632
100
0
4
2.401004
100
0
0.444192
4.047146
1
DDoS
UDP
1,018,090
udp
192.168.100.149
30406
192.168.100.5
80
138,656
1.780252
100
0
4
3.083196
100
0
0.230747
4.141806
1
DoS
UDP
1,085,570
udp
192.168.100.147
9051
192.168.100.7
80
206,136
0.505763
100
1.328777
4
2.339928
100
0
0.365727
2.611383
1
DoS
UDP
820,192
udp
192.168.100.148
50037
192.168.100.6
80
202,915
1.573697
18
0.021603
4
2.744367
18
0
0.253139
3.771666
1
DoS
UDP
598,770
tcp
192.168.100.150
8432
192.168.100.3
80
72,989
0.017158
89
0.120712
1
0.134518
89
0.040251
0.100627
0.158703
1
DoS
TCP
1,880,395
tcp
192.168.100.148
61137
192.168.100.3
80
229,154
0
42
0
3
0
100
0
0
0
1
DDoS
TCP
1,544,412
udp
192.168.100.147
57887
192.168.100.7
80
140,669
1.570898
83
0
4
2.720857
83
0
0.246743
3.635656
1
DoS
UDP
1,412,403
udp
192.168.100.149
43737
192.168.100.5
80
8,660
1.539799
45
0
4
2.936036
45
0
0.284723
4.569174
1
DoS
UDP
921,674
udp
192.168.100.150
38769
192.168.100.3
80
42,240
1.796325
100
0
4
3.592604
100
0
0.44681
4.499685
1
DoS
UDP
276,366
tcp
192.168.100.150
31515
192.168.100.3
80
12,736
0.000923
84
0.153365
1
0.154289
84
0.034618
0.103853
0.155212
1
DoS
TCP
2,429,409
tcp
192.168.100.150
2942
192.168.100.3
80
253,869
0.101254
80
3.807306
3
3.908556
100
0
0.256402
4.009805
1
DDoS
TCP
2,368,326
tcp
192.168.100.147
23908
192.168.100.3
80
192,786
1.429083
100
0
3
2.021019
100
0
0.325324
3.03677
1
DDoS
TCP
1,474,872
udp
192.168.100.148
52385
192.168.100.6
80
71,129
1.745951
100
0
4
3.023598
100
0
0.247589
4.073947
1
DoS
UDP
1,841,482
tcp
192.168.100.147
55671
192.168.100.3
80
190,241
0
92
0.250928
1
0.250928
100
0
3.985207
0.250928
1
DDoS
TCP
3,139,058
udp
192.168.100.150
3658
192.168.100.3
80
248,280
1.900222
100
0
4
2.68732
100
0
0.494593
4.031436
1
DDoS
UDP
1,598,478
udp
192.168.100.147
4971
192.168.100.7
80
194,736
0.259002
91
3.627759
4
3.789444
91
0
0.281399
4.237851
1
DoS
UDP
1,236,093
udp
192.168.100.147
32500
192.168.100.7
80
94,504
1.814841
100
0
4
2.220998
100
0
0.214927
3.83187
1
DoS
UDP
2,617,557
tcp
192.168.100.147
47707
192.168.100.3
80
179,870
0
100
0
3
0
100
0
0.069579
0
1
DDoS
TCP
2,065,258
tcp
192.168.100.147
49858
192.168.100.3
80
151,864
1.710748
100
0
3
2.41898
100
0
0.290261
3.665768
1
DDoS
TCP
383,415
tcp
192.168.100.149
29768
192.168.100.5
80
119,785
2.071789
50
0
3
1.196148
50
0
0.117258
4.784591
1
DoS
TCP
1,175,935
udp
192.168.100.150
34315
192.168.100.3
80
34,346
1.712898
64
0
4
3.488086
64
0
0.458945
4.867551
1
DoS
UDP
1,755,594
tcp
192.168.100.148
30599
192.168.100.3
80
104,353
0.080008
25
0
1
0.080008
100
0
0.19853
0.160015
1
DDoS
TCP
579,869
tcp
192.168.100.149
54199
192.168.100.5
80
54,087
0
100
0
3
0
100
0
0.054588
0
1
DoS
TCP
3,022,524
udp
192.168.100.147
17748
192.168.100.3
80
131,746
1.366558
97
1.97928
4
3.911861
100
0
0.951541
4.886167
1
DDoS
UDP
763,791
udp
192.168.100.147
52378
192.168.100.7
80
146,514
0.945274
100
2.559478
4
3.084659
100
0
0.352898
4.973924
1
DoS
UDP
152,480
tcp
192.168.100.148
45004
192.168.100.6
80
151,003
0.010873
92
0
3
0.006277
92
0
0.122839
0.025109
1
DoS
TCP
2,744,456
udp
192.168.100.150
15409
192.168.100.3
80
115,839
2.070665
100
0
4
2.907241
100
0
0.391878
4.664899
1
DDoS
UDP
443,415
tcp
192.168.100.147
36764
192.168.100.7
80
179,786
0
100
0
3
0
100
0
0.16249
0
1
DoS
TCP
1,685,348
tcp
192.168.100.149
5237
192.168.100.3
80
34,107
0.052938
100
0
1
0.052938
100
0
0.189372
0.105876
1
DDoS
TCP
2,220,751
tcp
192.168.100.148
57721
192.168.100.3
80
45,210
1.521362
57
0
3
2.134607
100
0
0.308406
3.435157
1
DDoS
TCP
2,914,729
udp
192.168.100.149
12821
192.168.100.3
80
23,951
0.95084
59
2.041701
4
3.386389
100
0
0.492909
4.061382
1
DDoS
UDP
1,504,576
udp
192.168.100.150
41963
192.168.100.3
80
100,833
0.041782
100
4.781252
4
4.815027
100
0
0.624518
4.885994
1
DoS
UDP
2,770,420
udp
192.168.100.149
21837
192.168.100.3
80
141,803
2.012129
69
0
4
2.836461
100
0
0.397203
4.451822
1
DDoS
UDP
3,271,687
udp
192.168.100.147
30468
192.168.100.3
80
118,759
0.821916
100
2.983024
4
3.988041
100
0
1.00259
4.996291
1
DDoS
UDP
2,300,706
tcp
192.168.100.150
39278
192.168.100.3
80
125,166
0.08987
87
3.64593
3
3.735801
100
0
0.269475
3.825671
1
DDoS
TCP
2,518,482
tcp
192.168.100.147
12165
192.168.100.3
80
80,794
0.130906
58
0
1
0.184177
100
0.066337
0.196035
0.292504
1
DDoS
TCP