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
925,146
udp
192.168.100.148
17633
192.168.100.6
80
45,712
0.003303
100
3.574426
4
3.577243
100
0
0.279637
3.582546
1
DoS
UDP
1,925,117
tcp
192.168.100.150
29101
192.168.100.3
80
11,716
1.97504
97
0
1
2.782485
100
0
0.27258
4.384695
1
DDoS
TCP
2,339,561
tcp
192.168.100.147
13322
192.168.100.3
80
164,021
0.098316
70
3.004114
1
3.127858
100
0.159468
0.48349
3.244642
1
DDoS
TCP
3,188,781
udp
192.168.100.150
41873
192.168.100.3
80
35,853
0.975053
23
2.026699
4
3.40544
100
0
0.490613
4.114771
1
DDoS
UDP
3,556,597
udp
192.168.100.149
6135
192.168.100.3
80
141,516
0.91333
10
2.154633
4
3.445693
100
0
0.484389
4.124859
1
DDoS
UDP
3,554,506
udp
192.168.100.149
5514
192.168.100.3
80
139,425
0.926425
44
2.128092
4
3.437715
100
0
0.485347
4.125079
1
DDoS
UDP
2,009,812
tcp
192.168.100.148
1222
192.168.100.3
80
96,418
1.952846
100
0
1
2.695691
100
0
0.339071
4.563482
1
DDoS
TCP
2,114,624
tcp
192.168.100.147
60799
192.168.100.3
80
201,230
1.715871
99
0
1
2.426033
100
0
0.369872
3.684777
1
DDoS
TCP
2,596,508
tcp
192.168.100.148
32695
192.168.100.3
80
158,821
0.105484
68
0
1
0.060902
100
0
0.118863
0.243606
1
DDoS
TCP
2,986,447
udp
192.168.100.149
33228
192.168.100.3
80
95,669
1.909524
78
0
4
2.700469
100
0
0.493491
4.055849
1
DDoS
UDP
16,358
tcp
192.168.100.147
16124
192.168.100.7
80
14,881
0
43
0
3
0
43
0
0.096561
0
1
DoS
TCP
683,628
udp
192.168.100.149
9946
192.168.100.5
80
66,351
1.937001
90
0
4
2.73931
90
0
0.157772
4.118712
1
DoS
UDP
1,751,477
tcp
192.168.100.149
22660
192.168.100.3
80
100,236
0
100
0
3
0
100
0
0.095103
0
1
DDoS
TCP
3,183,974
udp
192.168.100.148
41806
192.168.100.3
80
31,046
0.648535
79
2.77421
4
3.691243
100
0
0.7239
4.163478
1
DDoS
UDP
2,646,092
udp
192.168.100.148
2579
192.168.100.3
80
17,475
0.316505
100
3.486502
4
3.933605
100
0
0.597807
4.17546
1
DDoS
UDP
1,277,492
udp
192.168.100.147
50569
192.168.100.7
80
135,903
1.820002
100
0
4
1.485433
100
0
0.201782
3.794834
1
DoS
UDP
400,192
tcp
192.168.100.148
19313
192.168.100.6
80
136,563
0.093461
100
0
1
0.053317
100
0.044015
0.140254
0.239014
1
DoS
TCP
2,533,619
tcp
192.168.100.147
20989
192.168.100.3
80
95,932
0
100
0
3
0
100
0
0.07601
0
1
DDoS
TCP
1,052,750
udp
192.168.100.150
13261
192.168.100.3
80
173,316
1.788674
100
0
4
3.577123
100
0
0.446607
4.48662
1
DoS
UDP
848,474
udp
192.168.100.149
48406
192.168.100.5
80
231,197
2.109401
74
0
4
2.108471
74
0
0.223759
4.30549
1
DoS
UDP
1,782,717
tcp
192.168.100.149
31399
192.168.100.3
80
131,476
0.003365
85
0.197994
1
0.201359
100
0.097315
0.291944
0.204724
1
DDoS
TCP
2,765,824
udp
192.168.100.149
20697
192.168.100.3
80
137,207
2.024256
61
0
4
2.851525
100
0
0.395815
4.496422
1
DDoS
UDP
1,001,390
udp
192.168.100.148
37582
192.168.100.6
80
121,956
0.018825
100
3.538103
4
3.565408
100
0
0.279996
3.591276
1
DoS
UDP
1,967,096
tcp
192.168.100.149
39339
192.168.100.3
80
53,702
1.903716
98
0
3
2.691288
100
0
0.251027
4.099598
1
DDoS
TCP
275,572
tcp
192.168.100.147
50856
192.168.100.7
80
11,942
0
52
0
3
0
52
0
0.123037
0
1
DoS
TCP
671,137
udp
192.168.100.150
7811
192.168.100.3
80
53,860
1.782988
100
0
4
3.314674
100
0
0.384328
4.708574
1
DoS
UDP
1,626,802
udp
192.168.100.148
33743
192.168.100.6
80
223,060
0.018587
25
3.999401
4
4.023756
25
0
0.247737
4.044497
1
DoS
UDP
2,096,409
tcp
192.168.100.147
58543
192.168.100.3
80
183,015
1.689887
83
0
3
2.389822
100
0
0.292889
3.59646
1
DDoS
TCP
1,463,190
udp
192.168.100.150
6734
192.168.100.3
80
59,447
1.924677
100
0
4
3.847862
100
0
0.616119
4.911889
1
DoS
UDP
3,605,011
udp
192.168.100.148
35008
192.168.100.3
37444
10,125
0
14
0.000041
4
0.000041
58
0
0
0.000041
1
Reconnaissance
Service_Scan
3,378,450
udp
192.168.100.150
18724
192.168.100.3
80
225,522
1.921804
91
0
4
2.717808
100
0
0.490819
4.088503
1
DDoS
UDP
2,976,075
udp
192.168.100.150
33053
192.168.100.3
80
85,297
0.949819
100
2.015391
4
3.358631
100
0
0.494812
4.034058
1
DDoS
UDP
3,351,357
udp
192.168.100.150
4914
192.168.100.3
80
198,429
1.923947
84
0
4
2.720824
100
0
0.490562
4.09497
1
DDoS
UDP
3,168,009
udp
192.168.100.148
37083
192.168.100.3
80
15,081
0.646641
71
2.774195
4
3.688546
100
0
0.723701
4.159519
1
DDoS
UDP
2,516,421
tcp
192.168.100.147
11040
192.168.100.3
80
78,733
2.226812
100
0
1
1.72139
100
0.066493
0.198426
4.865864
1
DDoS
TCP
1,095,129
udp
192.168.100.148
53056
192.168.100.6
80
215,695
0.033915
93
3.496797
4
3.548205
93
0
0.280442
3.590751
1
DoS
UDP
236,695
tcp
192.168.100.149
576
192.168.100.5
80
235,218
0
100
0
3
0
100
0
0.125911
0
1
DoS
TCP
847,397
udp
192.168.100.148
56821
192.168.100.6
80
230,120
1.792919
78
0
4
2.987733
78
0
0.262329
4.782043
1
DoS
UDP
2,030,923
tcp
192.168.100.148
12764
192.168.100.3
80
117,529
1.931776
64
0
3
2.669013
100
0
0.270957
4.508409
1
DDoS
TCP
2,656,899
udp
192.168.100.147
24805
192.168.100.3
80
28,282
0.454143
66
3.98819
4
4.341306
100
0
0.839463
4.98246
1
DDoS
UDP
3,077,042
udp
192.168.100.148
30545
192.168.100.3
80
186,264
0.640032
100
2.75017
4
3.655308
100
0
0.729562
4.109609
1
DDoS
UDP
959,830
udp
192.168.100.148
27181
192.168.100.6
80
80,396
0.010987
100
3.562791
4
3.571048
100
0
0.279786
3.589648
1
DoS
UDP
3,658,668
udp
192.168.100.149
43759
192.168.100.5
1008
36,685
0
18
0.000321
4
0.000321
75
0
0
0.000321
1
Reconnaissance
Service_Scan
2,298,356
tcp
192.168.100.150
38800
192.168.100.3
80
122,816
0.080839
100
3.653824
3
3.734669
100
0
0.269418
3.815514
1
DDoS
TCP
630,593
udp
192.168.100.147
16180
192.168.100.7
80
13,316
1.24432
100
0
4
1.758326
100
0
0.306914
2.721042
1
DoS
UDP
3,543,988
udp
192.168.100.147
39429
192.168.100.3
80
128,907
1.877137
70
0.984139
4
3.638758
100
0
1.005606
4.980745
1
DDoS
UDP
1,952,399
tcp
192.168.100.147
19435
192.168.100.3
80
39,002
1.472877
35
0.167879
1
2.717083
100
0.200896
0.467601
3.648172
1
DDoS
TCP
2,084,867
tcp
192.168.100.148
31848
192.168.100.3
80
171,473
1.89058
73
0
3
2.603297
100
0
0.273457
4.432746
1
DDoS
TCP
2,705,741
udp
192.168.100.147
46459
192.168.100.3
80
77,124
0.018494
82
3.989418
4
4.007259
100
0
0.83892
4.032743
1
DDoS
UDP
1,878,458
tcp
192.168.100.150
52487
192.168.100.3
80
227,217
0
100
0
3
0
100
0
0
0
1
DDoS
TCP
2,351,900
tcp
192.168.100.149
42920
192.168.100.3
80
176,360
0.117512
30
3.421855
3
3.539367
100
0
0.282545
3.656879
1
DDoS
TCP
3,632,251
tcp
192.168.100.147
2493
192.168.100.3
717
8,628
0.001575
74
0.001067
1
0.002642
100
378.501129
474.270782
0.004217
1
Reconnaissance
Service_Scan
2,142,133
tcp
192.168.100.147
1893
192.168.100.3
80
228,740
1.6683
100
0
3
2.359304
100
0
0.299079
3.549096
1
DDoS
TCP
1,256,550
udp
192.168.100.148
42003
192.168.100.6
80
114,961
2.044027
93
0
4
1.667628
93
0
0.189801
4.297253
1
DoS
UDP
1,073,491
udp
192.168.100.148
50931
192.168.100.6
80
194,057
0.035905
18
3.498699
4
3.551295
18
0
0.28045
3.599269
1
DoS
UDP
2,390,051
tcp
192.168.100.150
56126
192.168.100.3
80
214,511
0.139678
95
3.642276
1
3.781951
100
0
0.348219
3.921626
1
DDoS
TCP
2,071,749
tcp
192.168.100.149
19353
192.168.100.3
80
158,355
1.883743
100
0
1
2.661513
100
0
0.334641
4.092247
1
DDoS
TCP
1,689,084
tcp
192.168.100.147
18463
192.168.100.3
80
37,843
0.143441
100
0
1
0.143441
100
0
0.203642
0.286882
1
DDoS
TCP
1,391,897
udp
192.168.100.149
39072
192.168.100.5
80
250,309
1.668419
100
0
4
2.037597
100
0
0.257178
3.624179
1
DoS
UDP
637,273
udp
192.168.100.148
5513
192.168.100.6
80
19,996
1.58576
100
0
4
2.742121
100
0
0.229902
3.802813
1
DoS
UDP
2,149,788
tcp
192.168.100.150
65226
192.168.100.3
80
236,395
2.013274
27
0
3
2.013274
100
0
0.139384
4.026548
1
DDoS
TCP
709,784
udp
192.168.100.147
40465
192.168.100.7
80
92,507
1.225219
100
0
4
1.727815
100
0
0.344007
2.750805
1
DoS
UDP
3,349,281
udp
192.168.100.150
3798
192.168.100.3
80
196,353
1.924554
28
0
4
2.721677
100
0
0.490672
4.097385
1
DDoS
UDP
2,434,515
tcp
192.168.100.149
64281
192.168.100.3
80
258,975
0.131092
100
3.349228
3
3.48032
100
0
0.284325
3.611412
1
DDoS
TCP
3,512,950
udp
192.168.100.148
52292
192.168.100.3
80
97,869
0.716079
62
2.600344
4
3.612731
100
0
0.737761
4.1404
1
DDoS
UDP
745,298
udp
192.168.100.150
32689
192.168.100.3
80
128,021
0.105435
39
4.454926
4
4.602112
39
0
0.392021
4.726104
1
DoS
UDP
52,332
tcp
192.168.100.148
18465
192.168.100.6
80
50,855
0
100
0
3
0
100
0
0.127646
0
1
DoS
TCP
130,687
tcp
192.168.100.150
21187
192.168.100.3
80
129,210
0.023428
68
0.089663
1
0.113091
68
0.037175
0.110963
0.136519
1
DoS
TCP
424,822
tcp
192.168.100.147
29408
192.168.100.7
80
161,193
1.883694
100
0
3
1.087551
100
0
0.175969
4.350205
1
DoS
TCP
163,190
tcp
192.168.100.150
27787
192.168.100.3
80
161,713
0.023777
100
0.105168
1
0.128945
100
0.03578
0.107339
0.152721
1
DoS
TCP
309,961
tcp
192.168.100.149
4599
192.168.100.5
80
46,331
2.071871
100
0
3
1.196195
100
0
0.133587
4.784782
1
DoS
TCP
1,599,766
udp
192.168.100.148
29363
192.168.100.6
80
196,024
0.026214
47
3.987225
4
4.024297
47
0
0.24796
4.044215
1
DoS
UDP
3,413,534
udp
192.168.100.150
34930
192.168.100.3
80
260,606
1.928445
61
0
4
2.727223
100
0
0.490698
4.097035
1
DDoS
UDP
3,262,395
udp
192.168.100.147
25016
192.168.100.3
80
109,467
0.823177
64
2.980303
4
3.98447
100
0
0.931404
4.996617
1
DDoS
UDP
765,765
udp
192.168.100.148
38083
192.168.100.6
80
148,488
1.555994
100
0
4
2.695008
100
0
0.242829
3.606091
1
DoS
UDP
2,843,585
udp
192.168.100.149
45252
192.168.100.3
80
214,968
1.715244
100
0
4
2.344061
100
0
0.450507
4.056577
1
DDoS
UDP
953,393
udp
192.168.100.148
25545
192.168.100.6
80
73,959
0.012165
100
3.555859
4
3.573132
100
0
0.279692
3.590203
1
DoS
UDP
1,069,738
udp
192.168.100.150
22569
192.168.100.3
80
190,304
0.033341
100
4.42409
4
4.479153
100
0
0.446449
4.51126
1
DoS
UDP
678,372
udp
192.168.100.150
10246
192.168.100.3
80
61,095
1.782356
86
0
4
3.30797
86
0
0.385245
4.705556
1
DoS
UDP
2,580,391
tcp
192.168.100.147
35866
192.168.100.3
80
142,704
0
100
0
3
0
100
0
0.069914
0
1
DDoS
TCP
1,805,709
tcp
192.168.100.148
43206
192.168.100.3
80
154,468
0
20
0
3
0
100
0
0
0
1
DDoS
TCP
1,444,024
udp
192.168.100.149
32092
192.168.100.5
80
40,281
0.148517
100
3.252936
4
3.395232
100
0
0.28182
3.636811
1
DoS
UDP
3,442,777
udp
192.168.100.148
36934
192.168.100.3
80
27,696
0.644074
37
2.757265
4
3.667634
100
0
0.728976
4.148688
1
DDoS
UDP
1,194,498
udp
192.168.100.147
9655
192.168.100.7
80
52,909
0.353081
100
2.994696
4
3.560571
100
0
0.217351
3.967809
1
DoS
UDP
1,777,992
tcp
192.168.100.150
27404
192.168.100.3
80
126,751
0
39
0.17019
1
0.17019
100
0
5.875786
0.17019
1
DDoS
TCP
1,765,472
tcp
192.168.100.149
26855
192.168.100.3
80
114,231
0
84
0
3
0
100
0
0.096656
0
1
DDoS
TCP
1,969,765
tcp
192.168.100.148
28496
192.168.100.3
80
56,371
1.51577
67
0
1
2.620261
100
0.17583
0.475064
3.628069
1
DDoS
TCP
3,037,989
udp
192.168.100.150
41288
192.168.100.3
80
147,211
1.896225
94
0
4
2.681667
100
0
0.494563
4.022788
1
DDoS
UDP
1,801,226
tcp
192.168.100.150
32993
192.168.100.3
80
149,985
0
99
0
3
0
100
0
0
0
1
DDoS
TCP
270,221
tcp
192.168.100.149
57765
192.168.100.5
80
6,591
2.015853
100
0
3
1.163853
100
0
0.135741
4.655413
1
DoS
TCP
3,290,648
udp
192.168.100.150
58217
192.168.100.3
80
137,720
1.929322
80
0
4
2.72834
100
0
0.490611
4.115834
1
DDoS
UDP
1,782,267
tcp
192.168.100.149
31294
192.168.100.3
80
131,026
0
100
0
3
0
100
0
0.099231
0
1
DDoS
TCP
3,405,868
udp
192.168.100.149
26661
192.168.100.3
80
252,940
1.939598
100
0
4
2.742393
100
0
0.484589
4.163789
1
DDoS
UDP
1,657,463
tcp
192.168.100.147
6150
192.168.100.3
80
6,222
0.091827
82
0.008947
1
0.100774
100
0.111444
0.327306
0.192602
1
DDoS
TCP
1,565,853
udp
192.168.100.148
13664
192.168.100.6
80
162,110
1.743642
100
0
4
3.019855
100
0
0.2296
4.043701
1
DoS
UDP
1,611,471
udp
192.168.100.147
11244
192.168.100.7
80
207,729
1.780218
35
0
4
2.180281
35
0
0.269145
3.648514
1
DoS
UDP
879,944
udp
192.168.100.147
29962
192.168.100.7
80
505
0.459936
100
1.353117
4
2.38113
100
0
0.404816
2.598958
1
DoS
UDP
1,153,677
udp
192.168.100.148
21017
192.168.100.6
80
12,088
2.050972
92
0
4
1.673366
92
0
0.190958
4.30851
1
DoS
UDP
3,145,446
udp
192.168.100.149
2057
192.168.100.3
80
254,668
1.906679
76
0
4
2.696451
100
0
0.49317
4.045396
1
DDoS
UDP
2,940,075
udp
192.168.100.148
55702
192.168.100.3
80
49,297
0.633697
100
2.762674
4
3.65882
100
0
0.729228
4.113868
1
DDoS
UDP