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
3,072,196
udp
192.168.100.147
38471
192.168.100.3
80
181,418
1.373717
100
1.96355
4
3.906278
100
0
1.025095
4.879799
1
DDoS
UDP
2,647,407
udp
192.168.100.148
3210
192.168.100.3
80
18,790
0.317341
86
3.483559
4
3.931903
100
0
0.597946
4.17341
1
DDoS
UDP
2,306,009
tcp
192.168.100.148
15882
192.168.100.3
80
130,469
1.547515
100
0
3
2.182669
100
0
0.30753
3.412467
1
DDoS
TCP
1,216,972
udp
192.168.100.147
23365
192.168.100.7
80
75,383
0.467637
29
3.617142
4
3.959411
29
0
0.216092
4.759048
1
DoS
UDP
3,036,299
udp
192.168.100.150
41025
192.168.100.3
80
145,521
1.897701
13
0
4
2.683753
100
0
0.494846
4.029123
1
DDoS
UDP
2,577,989
tcp
192.168.100.148
23240
192.168.100.3
80
140,302
0.088456
100
0
3
0.044228
100
0
0.113805
0.22114
1
DDoS
TCP
129,179
tcp
192.168.100.150
20841
192.168.100.3
80
127,702
0.016795
32
0.069642
1
0.086437
32
0.037079
0.111238
0.103232
1
DoS
TCP
2,635,845
udp
192.168.100.147
9168
192.168.100.3
80
7,228
0.466711
100
3.993851
4
4.339427
100
0
0.838136
4.999209
1
DDoS
UDP
2,281,618
tcp
192.168.100.149
28212
192.168.100.3
80
106,078
0.097917
20
3.471032
3
3.568949
100
0
0.282558
3.666866
1
DDoS
TCP
1,705,036
tcp
192.168.100.150
10061
192.168.100.3
80
53,795
0.089381
100
0
1
0.089381
100
0
0.166949
0.178762
1
DDoS
TCP
1,113,407
udp
192.168.100.148
55855
192.168.100.6
80
233,973
0.024453
66
3.516999
4
3.552557
66
0
0.280228
3.580027
1
DoS
UDP
2,715,571
udp
192.168.100.150
8003
192.168.100.3
80
86,954
1.217141
99
2.010492
4
3.660489
100
0
0.399625
4.910081
1
DDoS
UDP
261,387
tcp
192.168.100.149
55784
192.168.100.5
80
259,962
0
50
0
3
0
50
0
0.165373
0
1
DoS
TCP
401,038
tcp
192.168.100.147
23115
192.168.100.7
80
137,409
1.768297
72
0
3
1.020927
72
0
0.178568
4.083708
1
DoS
TCP
2,262,759
tcp
192.168.100.148
64974
192.168.100.3
80
87,218
0.157323
100
3.102563
1
3.250014
100
0
0.383124
3.468029
1
DDoS
TCP
1,098,001
udp
192.168.100.147
19178
192.168.100.7
80
218,567
0.530788
100
2.540975
4
2.845838
100
0
0.4064
3.906372
1
DoS
UDP
1,192,263
udp
192.168.100.147
7804
192.168.100.7
80
50,674
0.45437
100
2.750612
4
3.500861
100
0
0.217473
3.974945
1
DoS
UDP
1,596,227
udp
192.168.100.149
4600
192.168.100.5
80
192,485
0.569095
97
3.283501
4
3.648183
97
0
0.281428
4.633047
1
DoS
UDP
1,519,894
udp
192.168.100.148
61365
192.168.100.6
80
116,151
1.744674
85
0
4
3.021304
85
0
0.247859
4.077458
1
DoS
UDP
1,857,113
tcp
192.168.100.150
47119
192.168.100.3
80
205,872
0
70
0
3
0
100
0
0
0
1
DDoS
TCP
2,177,076
tcp
192.168.100.148
49912
192.168.100.3
80
1,528
0.09533
54
3.212374
3
3.308163
100
0
0.528151
3.438221
1
DDoS
TCP
1,390,921
udp
192.168.100.149
38096
192.168.100.5
80
249,333
1.672907
100
0
4
2.042399
100
0
0.255893
3.645892
1
DoS
UDP
185,971
tcp
192.168.100.149
42352
192.168.100.5
80
184,494
0
75
0
3
0
75
0
0.115773
0
1
DoS
TCP
1,662,179
tcp
192.168.100.148
4603
192.168.100.3
80
10,938
0.005184
89
0
1
0.005184
100
0
0.206996
0.010368
1
DDoS
TCP
1,741,503
tcp
192.168.100.148
27362
192.168.100.3
80
90,262
0.023903
100
0.155847
1
0.17975
100
0.097493
0.286784
0.203653
1
DDoS
TCP
1,729,017
tcp
192.168.100.148
24218
192.168.100.3
80
77,776
0
100
0
3
0
100
0
0.098063
0
1
DDoS
TCP
2,228,503
tcp
192.168.100.149
12785
192.168.100.3
80
52,962
1.694524
99
0
3
2.395594
100
0
0.281181
3.647839
1
DDoS
TCP
2,397,948
tcp
192.168.100.150
58462
192.168.100.3
80
222,408
1.732832
76
0
1
2.45049
100
0
0.352917
3.69531
1
DDoS
TCP
2,294,705
tcp
192.168.100.149
30986
192.168.100.3
80
119,165
0.157146
47
3.490389
1
3.647535
100
0
0.377597
3.804681
1
DDoS
TCP
2,339,781
tcp
192.168.100.147
13379
192.168.100.3
80
164,241
0.100389
38
3.013187
1
3.1326
100
0.159526
0.483577
3.258818
1
DDoS
TCP
520,666
tcp
192.168.100.150
25155
192.168.100.3
80
257,039
0
100
0.162424
1
0.162424
100
0
6.156726
0.162424
1
DoS
TCP
2,621,105
tcp
192.168.100.148
42222
192.168.100.3
80
183,418
0.054597
100
0.17959
1
0.256797
100
0.057507
0.143768
0.296135
1
DDoS
TCP
551,883
tcp
192.168.100.147
16459
192.168.100.7
80
26,101
0
100
0
3
0
100
0
0.068541
0
1
DoS
TCP
1,190,795
udp
192.168.100.147
6651
192.168.100.7
80
49,206
0.522445
100
2.587151
4
3.460375
100
0
0.217535
3.975156
1
DoS
UDP
2,378,663
tcp
192.168.100.147
27352
192.168.100.3
80
203,123
1.419773
100
0
3
2.00779
100
0
0.327429
3.026455
1
DDoS
TCP
2,211,042
tcp
192.168.100.149
6662
192.168.100.3
80
35,500
1.690109
99
0
3
2.389979
100
0
0.282795
3.611447
1
DDoS
TCP
318,003
tcp
192.168.100.147
63565
192.168.100.7
80
54,373
0
89
0
3
0
89
0
0.116243
0
1
DoS
TCP
1,255,774
udp
192.168.100.147
42407
192.168.100.7
80
114,185
1.817591
61
0
4
2.223639
61
0
0.212102
3.861218
1
DoS
UDP
1,907,055
tcp
192.168.100.150
61970
192.168.100.3
80
255,814
0
98
0
3
0
100
0
0
0
1
DDoS
TCP
76,111
tcp
192.168.100.150
10059
192.168.100.3
80
74,634
0.047171
83
0.050737
1
0.097908
83
0.040618
0.121854
0.145079
1
DoS
TCP
1,981,085
tcp
192.168.100.150
41254
192.168.100.3
80
67,691
1.937773
93
0
1
2.739658
100
0
0.275561
4.165597
1
DDoS
TCP
1,789,500
tcp
192.168.100.149
33630
192.168.100.3
80
138,259
0
43
0
3
0
100
0
0
0
1
DDoS
TCP
3,324,231
udp
192.168.100.149
61062
192.168.100.3
80
171,303
1.955587
100
0
4
2.765572
100
0
0.484412
4.162169
1
DDoS
UDP
735,016
udp
192.168.100.149
21537
192.168.100.5
80
117,739
2.108564
93
0
4
2.106815
93
0
0.201975
4.335081
1
DoS
UDP
316,332
tcp
192.168.100.149
7828
192.168.100.5
80
52,702
2.105798
100
0
1
1.230897
100
0
0.131001
4.878104
1
DoS
TCP
322,684
tcp
192.168.100.148
58771
192.168.100.6
80
59,054
0.013361
92
0
1
0.010622
92
0.053054
0.16461
0.031371
1
DoS
TCP
3,220,714
udp
192.168.100.147
65282
192.168.100.3
80
67,786
0.824141
73
2.976482
4
3.984171
100
0
1.003075
4.995197
1
DDoS
UDP
3,195,458
udp
192.168.100.149
39632
192.168.100.3
80
42,530
0.993213
92
2.030475
4
3.434753
100
0
0.485597
4.163558
1
DDoS
UDP
92,788
tcp
192.168.100.150
13436
192.168.100.3
80
91,311
0.04883
17
0.061678
1
0.110509
17
0.039157
0.117472
0.159339
1
DoS
TCP
2,302,585
tcp
192.168.100.147
62810
192.168.100.3
80
127,045
1.408554
88
0
3
1.990449
100
0
0.326003
3.053647
1
DDoS
TCP
1,515,820
udp
192.168.100.149
49125
192.168.100.5
80
112,077
0.080714
100
3.270696
4
3.350208
100
0
0.283854
3.479769
1
DoS
UDP
1,081,650
udp
192.168.100.147
5707
192.168.100.7
80
202,216
0.023393
100
2.543068
4
2.581174
100
0
0.386572
2.6096
1
DoS
UDP
1,395,466
udp
192.168.100.149
42641
192.168.100.5
80
253,878
1.46885
100
0
4
2.534774
100
0
0.253985
3.585126
1
DoS
UDP
3,644,834
tcp
192.168.100.148
33419
192.168.100.3
3269
21,550
0
100
0.000172
1
0.000172
100
0
0
0.000172
1
Reconnaissance
Service_Scan
1,325,619
udp
192.168.100.150
7266
192.168.100.3
80
184,030
1.753557
100
0
4
3.059975
100
0
0.46985
4.921894
1
DoS
UDP
1,845,816
tcp
192.168.100.150
44702
192.168.100.3
80
194,575
0
27
0
3
0
100
0
0
0
1
DDoS
TCP
632,860
udp
192.168.100.148
3212
192.168.100.6
80
15,583
1.588443
44
0
4
2.746167
44
0
0.229727
3.817822
1
DoS
UDP
2,833,214
udp
192.168.100.148
65269
192.168.100.3
80
204,597
0.360328
43
4.136766
4
4.49709
100
0
0.595524
4.857415
1
DDoS
UDP
2,352,115
tcp
192.168.100.150
47734
192.168.100.3
80
176,575
0.053683
100
3.605979
3
3.659662
100
0
0.269529
3.713344
1
DDoS
TCP
3,077,310
udp
192.168.100.150
46496
192.168.100.3
80
186,532
1.897162
95
0
4
2.682992
100
0
0.494505
4.025848
1
DDoS
UDP
2,424,776
tcp
192.168.100.149
61718
192.168.100.3
80
249,236
0.107496
90
3.374803
3
3.482299
100
0
0.284137
3.589795
1
DDoS
TCP
3,365,690
udp
192.168.100.149
4504
192.168.100.3
80
212,762
1.955322
48
0
4
2.765242
100
0
0.484498
4.148145
1
DDoS
UDP
703,523
udp
192.168.100.147
39174
192.168.100.7
80
86,246
1.322604
74
0
4
1.32151
74
0
0.305084
2.74785
1
DoS
UDP
2,425,746
tcp
192.168.100.149
62112
192.168.100.3
80
250,206
0.127681
68
3.380412
3
3.508094
100
0
0.283985
3.635775
1
DDoS
TCP
1,755,707
tcp
192.168.100.150
22423
192.168.100.3
80
104,466
0
12
0
3
0
100
0
0
0
1
DDoS
TCP
1,087,459
udp
192.168.100.147
10748
192.168.100.7
80
208,025
0.533196
100
2.542218
4
2.847269
100
0
0.406356
3.912571
1
DoS
UDP
2,649,124
udp
192.168.100.147
20665
192.168.100.3
80
20,507
0.811916
67
2.993857
4
4.007339
100
0
0.774372
4.981469
1
DDoS
UDP
1,083,320
udp
192.168.100.147
6993
192.168.100.7
80
203,886
0.53228
100
2.543001
4
2.846667
100
0
0.406378
3.910194
1
DoS
UDP
255,668
tcp
192.168.100.149
52468
192.168.100.5
80
254,216
0
100
0
3
0
100
0
0.155461
0
1
DoS
TCP
1,438,260
udp
192.168.100.150
61865
192.168.100.3
80
34,517
1.907696
61
0
4
3.815325
61
0
0.626587
4.790728
1
DoS
UDP
600,180
tcp
192.168.100.150
8741
192.168.100.3
80
74,399
0.029209
62
0.115834
1
0.15557
62
0.040208
0.10052
0.18521
1
DoS
TCP
735,304
udp
192.168.100.150
29301
192.168.100.3
80
118,027
0.131251
91
4.449281
4
4.622554
91
0
0.389828
4.777729
1
DoS
UDP
279,777
tcp
192.168.100.148
47361
192.168.100.6
80
16,147
0.01758
100
0
1
0.011545
100
0.037258
0.130698
0.045926
1
DoS
TCP
3,109,091
udp
192.168.100.148
45567
192.168.100.3
80
218,313
1.935136
86
0
4
2.736684
100
0
0.730155
4.112261
1
DDoS
UDP
290,992
tcp
192.168.100.147
56078
192.168.100.7
80
27,362
0
100
0
3
0
100
0
0.120148
0
1
DoS
TCP
3,138,194
udp
192.168.100.150
2986
192.168.100.3
80
247,416
1.899298
100
0
4
2.686013
100
0
0.494674
4.029573
1
DDoS
UDP
1,764,554
tcp
192.168.100.150
24563
192.168.100.3
80
113,313
0
100
0.181335
1
0.181335
100
0
5.514655
0.181335
1
DDoS
TCP
3,135,793
udp
192.168.100.150
1550
192.168.100.3
80
245,015
1.901406
100
0
4
2.688991
100
0
0.494525
4.036475
1
DDoS
UDP
270,772
tcp
192.168.100.149
57906
192.168.100.5
80
7,142
1.980756
44
0
3
1.14359
44
0
0.135827
4.574361
1
DoS
TCP
1,551,632
udp
192.168.100.148
5011
192.168.100.6
80
147,889
1.741203
100
0
4
3.015654
100
0
0.24402
4.043012
1
DoS
UDP
1,062,949
udp
192.168.100.150
19044
192.168.100.3
80
183,515
1.788476
100
0
4
3.576638
100
0
0.446606
4.491708
1
DoS
UDP
205,835
tcp
192.168.100.148
59917
192.168.100.6
80
204,358
0.007521
100
0
1
0.004342
100
0
0.135972
0.017368
1
DoS
TCP
594,949
tcp
192.168.100.150
7701
192.168.100.3
80
69,168
0.007126
58
0.143705
1
0.152213
58
0.040259
0.100646
0.161146
1
DoS
TCP
901,206
udp
192.168.100.148
6174
192.168.100.6
80
21,772
1.432703
18
0
4
2.865388
18
0
0.28033
3.588818
1
DoS
UDP
3,002,700
udp
192.168.100.147
7581
192.168.100.3
80
111,922
1.367824
64
1.975869
4
3.910248
100
0
1.025089
4.884469
1
DDoS
UDP
1,181,653
udp
192.168.100.150
36489
192.168.100.3
80
40,064
1.72703
80
0
4
3.49738
80
0
0.459354
4.882164
1
DoS
UDP
525,493
tcp
192.168.100.150
29979
192.168.100.3
80
261,866
0
100
0.183648
1
0.183648
100
0
5.445199
0.183648
1
DoS
TCP
827,768
udp
192.168.100.150
60206
192.168.100.3
80
210,491
0.459534
100
3.538799
4
4.31756
100
0
0.41669
4.7196
1
DoS
UDP
15,730
tcp
192.168.100.148
3574
192.168.100.6
80
14,253
0
67
0
3
0
67
0
0.127982
0
1
DoS
TCP
3,218,929
udp
192.168.100.149
44926
192.168.100.3
80
66,001
0.99618
100
2.025958
4
3.434405
100
0
0.485845
4.166359
1
DDoS
UDP
1,858,576
tcp
192.168.100.148
56016
192.168.100.3
80
207,335
0
94
0
3
0
100
0
0
0
1
DDoS
TCP
268,442
tcp
192.168.100.147
48493
192.168.100.7
80
4,812
0
48
0
3
0
48
0
0.124395
0
1
DoS
TCP
3,582,813
tcp
192.168.100.149
59626
192.168.100.5
8500
5,558
0
100
0.003774
1
0.003774
100
0
0
0.003774
1
Reconnaissance
OS_Fingerprint
3,114,886
udp
192.168.100.150
56837
192.168.100.3
80
224,108
1.897824
94
0
4
2.683926
100
0
0.49453
4.029139
1
DDoS
UDP
352,775
tcp
192.168.100.148
64203
192.168.100.6
80
89,145
0.010547
100
0
1
0.008607
100
0.055866
0.164073
0.022028
1
DoS
TCP
1,457,219
udp
192.168.100.147
38414
192.168.100.7
80
53,476
0.502333
100
2.510881
4
3.377829
100
0
0.28717
3.735408
1
DoS
UDP
3,402,542
udp
192.168.100.149
24849
192.168.100.3
80
249,614
1.937137
89
0
4
2.738924
100
0
0.484585
4.158073
1
DDoS
UDP
1,156,694
udp
192.168.100.150
26594
192.168.100.3
80
15,105
1.659033
100
0
4
3.438433
100
0
0.457833
4.902702
1
DoS
UDP
2,847,217
udp
192.168.100.149
46763
192.168.100.3
80
218,600
0.45947
100
4.039789
4
4.499262
100
0
0.453138
4.958734
1
DDoS
UDP
3,543,500
udp
192.168.100.147
39325
192.168.100.3
80
128,419
1.877144
100
0.986752
4
3.641381
100
0
1.0054
4.983398
1
DDoS
UDP