Datasets:
Mireu-Lab
/
UNSW-IoT

Dataset card Data Studio Files
xet
Community
1
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
1,170,590
udp
192.168.100.149
54304
192.168.100.5
80
29,001
1.645551
12
0
4
2.012444
12
0
0.220848
3.516047
1
DoS
UDP
2,181,856
tcp
192.168.100.149
13603
192.168.100.3
80
6,308
0.075401
100
3.481252
1
3.587596
100
0
0.350915
3.647635
1
DDoS
TCP
4,534
tcp
192.168.100.147
5570
192.168.100.7
80
3,057
0
100
0
3
0
100
0
0.13072
0
1
DoS
TCP
3,348,939
udp
192.168.100.150
3648
192.168.100.3
80
196,011
1.924575
100
0
4
2.721706
100
0
0.490678
4.097473
1
DDoS
UDP
3,512,133
udp
192.168.100.149
63461
192.168.100.3
80
97,052
1.00388
100
1.962479
4
3.381665
100
0
0.490923
4.124359
1
DDoS
UDP
2,700,236
udp
192.168.100.147
45200
192.168.100.3
80
71,619
0.031995
100
3.991697
4
4.018441
100
0
0.836333
4.063407
1
DDoS
UDP
2,659,759
udp
192.168.100.148
9103
192.168.100.3
80
31,142
0.312991
100
3.481866
4
3.924443
100
0
0.599284
4.151898
1
DDoS
UDP
1,622,674
udp
192.168.100.147
16111
192.168.100.7
80
218,932
1.572643
99
0
4
2.723825
99
0
0.290811
3.644375
1
DoS
UDP
926,532
udp
192.168.100.147
41989
192.168.100.7
80
47,098
0.447245
63
1.384651
4
2.38441
63
0
0.40437
2.604897
1
DoS
UDP
2,775,550
udp
192.168.100.150
23288
192.168.100.3
80
146,933
1.99505
100
0
4
2.814747
100
0
0.400415
4.390158
1
DDoS
UDP
1,022,791
udp
192.168.100.147
60257
192.168.100.7
80
143,357
0.9657
94
0
4
2.15898
94
0
0.367317
2.611745
1
DoS
UDP
1,125,017
udp
192.168.100.148
61383
192.168.100.6
80
245,584
0.029917
100
3.498918
4
3.54912
100
0
0.280431
3.574632
1
DoS
UDP
3,102,359
udp
192.168.100.150
52754
192.168.100.3
80
211,581
1.899757
70
0
4
2.686661
100
0
0.494856
4.032138
1
DDoS
UDP
2,483,652
tcp
192.168.100.147
61385
192.168.100.3
80
45,964
1.238474
72
0
3
1.238474
100
0
0.059559
2.476948
1
DDoS
TCP
1,897,332
tcp
192.168.100.150
57283
192.168.100.3
80
246,091
0
79
0.315285
1
0.315285
100
0
3.171734
0.315285
1
DDoS
TCP
662,978
udp
192.168.100.150
5028
192.168.100.3
80
45,701
1.781941
46
0
4
3.317055
46
0
0.383394
4.705979
1
DoS
UDP
1,956,441
tcp
192.168.100.149
37545
192.168.100.3
80
43,044
1.907299
100
0
3
2.697313
100
0
0.250058
4.053789
1
DDoS
TCP
2,509,716
tcp
192.168.100.147
6282
192.168.100.3
80
72,028
1.905873
100
0
1
1.347656
100
0
0.112374
4.042968
1
DDoS
TCP
3,596,600
tcp
192.168.100.149
62169
192.168.100.3
2000
1,429
0
100
0.000013
1
0.000013
100
0
0
0.000013
1
Reconnaissance
Service_Scan
3,440,124
udp
192.168.100.148
35876
192.168.100.3
80
25,043
0.646819
100
2.753045
4
3.667253
100
0
0.729033
4.151337
1
DDoS
UDP
1,539,519
udp
192.168.100.149
55388
192.168.100.5
80
135,776
0.083617
55
3.265033
4
3.350101
55
0
0.283727
3.484786
1
DoS
UDP
2,717,146
udp
192.168.100.150
8295
192.168.100.3
80
88,529
1.656817
100
0
4
2.022935
100
0
0.333409
4.058298
1
DDoS
UDP
950,796
udp
192.168.100.150
45252
192.168.100.3
80
71,362
1.794979
62
0
4
3.136191
62
0
0.409558
4.486281
1
DoS
UDP
333,545
tcp
192.168.100.149
15672
192.168.100.5
80
69,915
0
100
0
3
0
100
0
0.094035
0
1
DoS
TCP
2,009,621
tcp
192.168.100.149
49416
192.168.100.3
80
96,227
1.898312
100
0
3
2.683059
100
0
0.252458
4.103823
1
DDoS
TCP
2,870,711
udp
192.168.100.150
58649
192.168.100.3
80
242,094
0.226779
81
4.037427
4
4.264205
100
0
0.379535
4.490984
1
DDoS
UDP
2,121,898
tcp
192.168.100.150
59345
192.168.100.3
80
208,504
1.928347
6
0.184078
1
2.112426
100
0
0.209336
4.040773
1
DDoS
TCP
2,066,455
tcp
192.168.100.148
26361
192.168.100.3
80
153,061
1.958846
97
0
1
2.697856
100
0
0.339394
4.591575
1
DDoS
TCP
1,577,930
udp
192.168.100.148
20749
192.168.100.6
80
174,187
0.025939
100
3.992409
4
4.029005
100
0
0.248088
4.049259
1
DoS
UDP
1,374,982
udp
192.168.100.148
15412
192.168.100.6
80
233,394
2.092232
30
0
4
2.090447
30
0
0.188597
4.303096
1
DoS
UDP
1,152,361
udp
192.168.100.148
20469
192.168.100.6
80
10,772
2.052647
52
0
4
1.674674
52
0
0.190974
4.314734
1
DoS
UDP
2,247,719
tcp
192.168.100.149
19791
192.168.100.3
80
72,178
1.744999
81
0
1
2.450006
100
0
0.352861
3.931205
1
DDoS
TCP
1,159,911
udp
192.168.100.147
64623
192.168.100.7
80
18,322
0.865095
100
1.972842
4
3.395931
100
0
0.217927
4.312432
1
DoS
UDP
2,112,563
tcp
192.168.100.149
9174
192.168.100.3
80
199,169
0.03751
88
3.943351
3
3.980848
100
0
0.24801
4.018345
1
DDoS
TCP
29,400
tcp
192.168.100.147
22551
192.168.100.7
80
27,923
0
26
0
3
0
26
0
0.094759
0
1
DoS
TCP
2,949,239
udp
192.168.100.148
57580
192.168.100.3
80
58,461
0.631381
100
2.764761
4
3.657662
100
0
0.729127
4.107098
1
DDoS
UDP
3,122,429
udp
192.168.100.148
53762
192.168.100.3
80
231,651
1.280671
64
1.389006
4
3.200132
100
0
0.729205
4.112294
1
DDoS
UDP
2,533,578
tcp
192.168.100.150
27817
192.168.100.3
80
95,891
0
83
0
3
0
100
0
0.103209
0
1
DDoS
TCP
3,495,415
udp
192.168.100.150
4539
192.168.100.3
80
80,334
0.913197
60
2.131519
4
3.42297
100
0
0.488979
4.071558
1
DDoS
UDP
2,853,436
udp
192.168.100.150
50137
192.168.100.3
80
224,819
0.385354
100
4.038149
4
4.423503
100
0
0.460492
4.808857
1
DDoS
UDP
83,232
tcp
192.168.100.149
14160
192.168.100.5
80
81,755
0.024175
100
0
1
0.013958
100
0
0.105047
0.05583
1
DoS
TCP
1,098,506
udp
192.168.100.147
19683
192.168.100.7
80
219,072
0.529847
63
2.541052
4
2.847607
63
0
0.406362
3.906164
1
DoS
UDP
1,821,159
tcp
192.168.100.150
38312
192.168.100.3
80
169,918
0
54
0.247313
1
0.247313
100
0
4.043459
0.247313
1
DDoS
TCP
2,785,370
udp
192.168.100.149
25597
192.168.100.3
80
156,753
1.969383
93
0
4
2.781607
100
0
0.402062
4.293666
1
DDoS
UDP
3,109,816
udp
192.168.100.150
54871
192.168.100.3
80
219,038
1.900109
100
0
4
2.687157
100
0
0.494805
4.03385
1
DDoS
UDP
2,516,770
tcp
192.168.100.148
63504
192.168.100.3
80
79,082
1.331948
52
0
3
1.331948
100
0
0.049074
2.663896
1
DDoS
TCP
255,993
tcp
192.168.100.149
52705
192.168.100.5
80
254,546
0
100
0
3
0
100
0
0.155846
0
1
DoS
TCP
3,348,428
udp
192.168.100.148
29325
192.168.100.3
80
195,500
1.280101
100
1.417352
4
3.227319
100
0
0.724053
4.163931
1
DDoS
UDP
3,189,074
udp
192.168.100.148
43394
192.168.100.3
80
36,146
0.649809
100
2.771002
4
3.689797
100
0
0.723858
4.164578
1
DDoS
UDP
1,984,105
tcp
192.168.100.148
60290
192.168.100.3
80
70,711
1.618646
100
0
1
1.232527
100
0
0.268414
3.519323
1
DDoS
TCP
1,132,857
udp
192.168.100.149
56098
192.168.100.5
80
253,424
0.024455
100
4.064636
4
4.096553
100
0
0.243473
4.124046
1
DoS
UDP
937,217
udp
192.168.100.149
6230
192.168.100.5
80
57,783
0.027136
97
4.084664
4
4.121387
97
0
0.242926
4.149601
1
DoS
UDP
1,174,699
udp
192.168.100.147
1139
192.168.100.7
80
33,110
0.849692
16
1.913221
4
3.338783
16
0
0.217883
4.158398
1
DoS
UDP
607,595
tcp
192.168.100.148
3438
192.168.100.6
80
81,814
0.018673
100
0
3
0.010781
100
0
0.053019
0.043124
1
DoS
TCP
2,929,295
udp
192.168.100.147
50344
192.168.100.3
80
38,517
1.372817
21
1.962419
4
3.903855
100
0
1.024485
4.882232
1
DDoS
UDP
2,306,323
tcp
192.168.100.147
63458
192.168.100.3
80
130,783
1.418633
98
0
3
2.005164
100
0
0.325395
3.064885
1
DDoS
TCP
1,682,476
tcp
192.168.100.150
4534
192.168.100.3
80
31,235
0
100
0
3
0
100
0
0.0836
0
1
DDoS
TCP
1,222,859
udp
192.168.100.147
26372
192.168.100.7
80
81,270
1.810329
100
0
4
2.215807
100
0
0.215677
3.809014
1
DoS
UDP
3,489,125
udp
192.168.100.147
12935
192.168.100.3
80
74,044
1.145796
89
2.533969
4
4.154114
100
0
0.967112
4.989116
1
DDoS
UDP
3,054,562
udp
192.168.100.150
43208
192.168.100.3
80
163,784
1.896286
100
0
4
2.681752
100
0
0.494529
4.022892
1
DDoS
UDP
2,180,233
tcp
192.168.100.150
14179
192.168.100.3
80
4,685
1.741655
92
0
1
2.460475
100
0
0.35937
3.788647
1
DDoS
TCP
3,341,158
udp
192.168.100.148
25449
192.168.100.3
80
188,230
0.643465
100
2.769979
4
3.679142
100
0
0.725696
4.167409
1
DDoS
UDP
82,255
tcp
192.168.100.147
38076
192.168.100.7
80
80,778
0
60
0
3
0
60
0
0.125569
0
1
DoS
TCP
1,506,352
udp
192.168.100.150
43289
192.168.100.3
80
102,609
0.039323
100
4.78107
4
4.814718
100
0
0.624688
4.881203
1
DoS
UDP
2,508,173
tcp
192.168.100.147
5058
192.168.100.3
80
70,485
1.640136
100
0
3
1.159751
100
0
0.084892
3.479253
1
DDoS
TCP
3,512,925
udp
192.168.100.147
25745
192.168.100.3
80
97,844
0.757498
38
3.354939
4
4.425846
100
0
0.915042
4.985248
1
DDoS
UDP
1,651,019
tcp
192.168.100.149
42204
192.168.100.3
80
767
0.014927
93
0
1
0.010555
100
0.590613
0.356717
0.031664
1
DDoS
HTTP
2,583,788
tcp
192.168.100.148
26306
192.168.100.3
80
146,101
0.106433
53
0
1
0.053217
100
0
0.112362
0.266083
1
DDoS
TCP
902,294
udp
192.168.100.147
36952
192.168.100.7
80
22,860
0.451302
100
1.374027
4
2.382715
100
0
0.404604
2.604928
1
DoS
UDP
3,491,669
udp
192.168.100.147
14519
192.168.100.3
80
76,588
1.092901
83
2.645958
4
4.191288
100
0
0.959682
4.988787
1
DDoS
UDP
3,322,569
udp
192.168.100.150
63715
192.168.100.3
80
169,641
1.660329
100
0
4
2.036239
100
0
0.408989
4.066946
1
DDoS
UDP
1,947,028
tcp
192.168.100.150
21890
192.168.100.3
80
33,631
2.142551
60
0.156421
1
2.298973
100
0
0.201736
4.441524
1
DDoS
TCP
2,661,366
udp
192.168.100.147
27176
192.168.100.3
80
32,749
0.453538
100
3.985174
4
4.343448
100
0
0.839781
4.983314
1
DDoS
UDP
3,032,071
udp
192.168.100.148
14142
192.168.100.3
80
141,293
0.633496
100
2.760021
4
3.655919
100
0
0.729478
4.104186
1
DDoS
UDP
754,430
udp
192.168.100.148
35580
192.168.100.6
80
137,153
1.554523
77
0
4
2.69247
77
0
0.241097
3.603914
1
DoS
UDP
1,371,819
udp
192.168.100.149
21902
192.168.100.5
80
230,230
1.740993
98
0
4
2.111723
98
0
0.241556
3.959655
1
DoS
UDP
2,760,920
udp
192.168.100.150
19602
192.168.100.3
80
132,303
2.032227
100
0
4
2.861179
100
0
0.396171
4.526628
1
DDoS
UDP
2,236,091
tcp
192.168.100.150
22030
192.168.100.3
80
60,550
0.070529
47
3.583939
3
3.654461
100
0
0.271084
3.724984
1
DDoS
TCP
947,602
udp
192.168.100.150
44555
192.168.100.3
80
68,168
1.795052
65
0
4
3.59007
65
0
0.446793
4.494495
1
DoS
UDP
3,502,270
udp
192.168.100.147
20318
192.168.100.3
80
87,189
0.933236
100
2.983136
4
4.302646
100
0
0.93794
4.986255
1
DDoS
UDP
1,798,786
tcp
192.168.100.147
45611
192.168.100.3
80
147,545
2.139102
100
0.192554
1
2.331656
100
0.1107
0.222153
4.470757
1
DDoS
TCP
2,545,700
tcp
192.168.100.148
7030
192.168.100.3
80
108,013
1.7845
100
0
1
1.118755
100
0
0.117601
4.203637
1
DDoS
TCP
202,693
tcp
192.168.100.148
58710
192.168.100.6
80
201,216
0.020868
96
0
1
0.019298
96
0.044837
0.134376
0.049824
1
DoS
TCP
3,385,719
udp
192.168.100.149
16025
192.168.100.3
80
232,791
1.933971
100
0
4
2.734539
100
0
0.484655
4.147457
1
DDoS
UDP
906,150
udp
192.168.100.148
8814
192.168.100.6
80
26,716
0.005184
100
3.574017
4
3.581218
100
0
0.279643
3.588059
1
DoS
UDP
2,987,670
udp
192.168.100.150
36117
192.168.100.3
80
96,892
1.897302
100
0
4
2.683189
100
0
0.494475
4.025924
1
DDoS
UDP
183,582
tcp
192.168.100.149
41633
192.168.100.5
80
182,105
0
38
0
3
0
38
0
0.115504
0
1
DoS
TCP
474,460
tcp
192.168.100.149
55516
192.168.100.5
80
210,831
2.139133
100
0
3
1.512596
100
0
0.127446
4.537787
1
DoS
TCP
1,738,909
tcp
192.168.100.150
18253
192.168.100.3
80
87,668
0
100
0
3
0
100
0
0.087007
0
1
DDoS
TCP
3,265,190
udp
192.168.100.150
54323
192.168.100.3
80
112,262
0.972469
100
2.025155
4
3.400304
100
0
0.490793
4.104353
1
DDoS
UDP
2,173,012
tcp
192.168.100.150
13211
192.168.100.3
80
259,619
0
100
0
3
0
100
0
0.09724
0
1
DDoS
TCP
1,008,872
udp
192.168.100.150
60264
192.168.100.3
80
129,438
1.792687
100
0
4
3.585315
100
0
0.446612
4.495079
1
DoS
UDP
3,306,631
udp
192.168.100.150
61542
192.168.100.3
80
153,703
1.678286
100
0
4
2.044766
100
0
0.408977
4.11078
1
DDoS
UDP
174,432
tcp
192.168.100.147
62002
192.168.100.7
80
172,955
0
53
0
3
0
53
0
0.124482
0
1
DoS
TCP
2,466,519
tcp
192.168.100.147
56611
192.168.100.3
80
28,831
1.141439
27
0
3
0.807119
100
0
0.091853
2.421358
1
DDoS
TCP
2,568,643
tcp
192.168.100.147
31350
192.168.100.3
80
130,956
0.154337
56
0
1
0.150135
100
0.059844
0.119589
0.350854
1
DDoS
TCP
2,989,843
udp
192.168.100.150
36754
192.168.100.3
80
99,065
1.899955
78
0
4
2.686941
100
0
0.494494
4.031719
1
DDoS
UDP
2,990,561
udp
192.168.100.148
875
192.168.100.3
80
99,783
0.632919
29
2.762055
4
3.657136
100
0
0.656321
4.105476
1
DDoS
UDP
2,520,087
tcp
192.168.100.149
42078
192.168.100.3
80
82,399
0.081836
51
0
1
0.047248
100
0
0.090878
0.188992
1
DDoS
TCP
62,517
tcp
192.168.100.149
8609
192.168.100.5
80
61,040
0
100
0
3
0
100
0
0.104251
0
1
DoS
TCP