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
1,517,299
udp
192.168.100.150
49569
192.168.100.3
80
113,556
0.027267
100
4.783305
4
4.811844
100
0
0.625343
4.855452
1
DoS
UDP
261,308
tcp
192.168.100.150
65382
192.168.100.3
80
259,883
0
50
0.163411
1
0.163411
50
0
6.119539
0.163411
1
DoS
TCP
3,139,717
udp
192.168.100.150
4125
192.168.100.3
80
248,939
1.899725
100
0
4
2.686617
100
0
0.494674
4.030666
1
DDoS
UDP
832,714
udp
192.168.100.147
1962
192.168.100.7
80
215,437
1.053167
100
0
4
2.104271
100
0
0.329358
2.696677
1
DoS
UDP
530,331
tcp
192.168.100.150
61252
192.168.100.3
80
4,549
0.012379
86
0.14176
1
0.15351
86
0.040424
0.101059
0.170625
1
DoS
TCP
3,095,629
udp
192.168.100.150
51045
192.168.100.3
80
204,851
1.899329
100
0
4
2.686056
100
0
0.494864
4.031516
1
DDoS
UDP
2,742,362
udp
192.168.100.150
14842
192.168.100.3
80
113,745
2.076775
100
0
4
2.914424
100
0
0.39123
4.686426
1
DDoS
UDP
2,333,870
tcp
192.168.100.149
39198
192.168.100.3
80
158,330
1.65546
100
0
1
2.340302
100
0
0.378128
3.565787
1
DDoS
TCP
3,177,212
udp
192.168.100.148
39773
192.168.100.3
80
24,284
0.649156
72
2.769798
4
3.68768
100
0
0.723882
4.161674
1
DDoS
UDP
2,695,844
udp
192.168.100.150
2936
192.168.100.3
80
67,227
1.658864
61
0
4
2.024729
100
0
0.329276
4.063298
1
DDoS
UDP
565,878
tcp
192.168.100.150
2831
192.168.100.3
80
40,096
0.008982
80
0.128522
1
0.140422
80
0.040225
0.100564
0.15022
1
DoS
TCP
1,899,956
tcp
192.168.100.149
64603
192.168.100.3
80
248,715
0
100
0
3
0
100
0
0
0
1
DDoS
TCP
58,891
tcp
192.168.100.149
7694
192.168.100.5
80
57,414
0
48
0
3
0
48
0
0.104141
0
1
DoS
TCP
3,323,487
udp
192.168.100.148
13957
192.168.100.3
80
170,559
0.645225
100
2.769945
4
3.68153
100
0
0.725313
4.172429
1
DDoS
UDP
1,733,920
tcp
192.168.100.147
29667
192.168.100.3
80
82,679
2.305969
74
0
3
2.305969
100
0
0.13806
4.611939
1
DDoS
TCP
876,903
udp
192.168.100.149
65363
192.168.100.5
80
259,629
0.020673
100
4.125788
4
4.146461
100
0
0.240178
4.167134
1
DoS
UDP
3,007,854
udp
192.168.100.147
10418
192.168.100.3
80
117,076
1.368218
100
1.975205
4
3.910138
100
0
1.02512
4.885154
1
DDoS
UDP
1,080,970
udp
192.168.100.147
5027
192.168.100.7
80
201,536
0.023474
100
2.543077
4
2.581298
100
0
0.386579
2.609972
1
DoS
UDP
2,139,394
tcp
192.168.100.148
49122
192.168.100.3
80
226,001
0.134253
100
3.342541
1
3.47679
100
0
0.274128
3.61104
1
DDoS
TCP
1,876,146
tcp
192.168.100.148
60330
192.168.100.3
80
224,905
0
79
0.301785
1
0.301785
100
0
3.313617
0.301785
1
DDoS
TCP
1,320,745
udp
192.168.100.148
58562
192.168.100.6
80
179,156
1.901992
100
0
4
3.239621
100
0
0.188324
4.883203
1
DoS
UDP
3,403,592
udp
192.168.100.150
30150
192.168.100.3
80
250,664
1.927523
100
0
4
2.725912
100
0
0.490697
4.097365
1
DDoS
UDP
1,332,064
udp
192.168.100.150
9295
192.168.100.3
80
190,475
1.753551
88
0
4
3.059777
88
0
0.473378
4.922567
1
DoS
UDP
2,014,270
tcp
192.168.100.148
4209
192.168.100.3
80
100,876
1.931649
100
0
1
2.700933
100
0
0.339352
4.405838
1
DDoS
TCP
789,629
udp
192.168.100.150
47502
192.168.100.3
80
172,352
0.213431
100
4.134763
4
4.465967
100
0
0.403888
4.719967
1
DoS
UDP
490,148
tcp
192.168.100.150
60156
192.168.100.3
80
226,521
0.087028
100
0.019
1
0.106028
100
0.037637
0.075327
0.193056
1
DoS
TCP
164,992
tcp
192.168.100.147
59483
192.168.100.7
80
163,515
0
100
0
3
0
100
0
0.122771
0
1
DoS
TCP
2,295,472
tcp
192.168.100.148
12226
192.168.100.3
80
119,932
1.538936
74
0
3
2.171191
100
0
0.306893
3.386906
1
DDoS
TCP
2,052,453
tcp
192.168.100.148
20084
192.168.100.3
80
139,059
1.888353
100
0
3
2.615223
100
0
0.272277
4.391098
1
DDoS
TCP
3,272,684
udp
192.168.100.147
30891
192.168.100.3
80
119,756
0.821708
100
2.983253
4
3.988147
100
0
1.002564
4.996011
1
DDoS
UDP
1,313,574
udp
192.168.100.150
3678
192.168.100.3
80
171,985
1.755293
100
0
4
3.065556
100
0
0.464994
4.921843
1
DoS
UDP
1,641,900
udp
192.168.100.149
23586
192.168.100.5
80
238,158
1.704352
100
0
4
2.809741
100
0
0.279289
4.59964
1
DoS
UDP
255,659
tcp
192.168.100.149
52449
192.168.100.5
80
254,207
0
100
0
3
0
100
0
0.155461
0
1
DoS
TCP
2,462,004
tcp
192.168.100.147
55207
192.168.100.3
80
24,316
1.076533
100
0
1
0.873623
100
0
0.123209
2.390236
1
DDoS
TCP
1,691,074
tcp
192.168.100.149
6814
192.168.100.3
80
39,833
0
78
0
3
0
100
0
0.094741
0
1
DDoS
TCP
2,063,714
tcp
192.168.100.148
24985
192.168.100.3
80
150,320
1.959535
100
0
1
2.695167
100
0
0.339042
4.601075
1
DDoS
TCP
2,877,894
udp
192.168.100.149
61952
192.168.100.3
80
249,277
0.138641
100
4.070355
4
4.208988
100
0
0.478655
4.347622
1
DDoS
UDP
1,473,786
udp
192.168.100.149
37566
192.168.100.5
80
70,043
0.134772
89
3.257254
4
3.379357
89
0
0.282491
3.595823
1
DoS
UDP
909,114
udp
192.168.100.150
35618
192.168.100.3
80
29,680
1.794061
100
0
4
3.588052
100
0
0.446825
4.494204
1
DoS
UDP
1,534,922
udp
192.168.100.147
54636
192.168.100.7
80
131,179
1.573644
80
0
4
2.72558
80
0
0.246689
3.648806
1
DoS
UDP
1,543,933
udp
192.168.100.148
1344
192.168.100.6
80
140,190
1.742182
93
0
4
3.017318
93
0
0.247933
4.041807
1
DoS
UDP
790,375
udp
192.168.100.150
47672
192.168.100.3
80
173,098
0.219469
69
4.127802
4
4.470547
69
0
0.404055
4.728465
1
DoS
UDP
1,589,735
udp
192.168.100.149
1757
192.168.100.5
80
185,992
0.55777
69
3.271919
4
3.679292
69
0
0.28356
4.634527
1
DoS
UDP
2,927,931
udp
192.168.100.150
20591
192.168.100.3
80
37,153
0.941723
100
2.040146
4
3.371939
100
0
0.49448
4.040271
1
DDoS
UDP
1,013,159
udp
192.168.100.147
58305
192.168.100.7
80
133,725
0.963848
94
0
4
2.155032
94
0
0.367306
2.598995
1
DoS
UDP
3,664,169
tcp
192.168.100.149
33626
192.168.100.5
9000
4,900
0
100
0.002834
1
0.002834
100
0
0
0.002834
1
Reconnaissance
Service_Scan
1,002,117
udp
192.168.100.148
37733
192.168.100.6
80
122,683
0.02387
100
3.537449
4
3.565323
100
0
0.280006
3.602674
1
DoS
UDP
3,567,591
udp
192.168.100.148
61359
192.168.100.3
80
152,510
0.743644
64
2.543488
4
3.594937
100
0
0.740924
4.139304
1
DDoS
UDP
1,075,025
udp
192.168.100.147
2219
192.168.100.7
80
195,591
0.023858
82
2.54641
4
2.586564
82
0
0.386688
2.619324
1
DoS
UDP
1,617,426
udp
192.168.100.149
12743
192.168.100.5
80
213,684
0.675446
83
3.287843
4
3.984637
83
0
0.267063
4.694523
1
DoS
UDP
3,373,968
udp
192.168.100.150
16733
192.168.100.3
80
221,040
1.923075
100
0
4
2.719595
100
0
0.49079
4.092761
1
DDoS
UDP
3,353,756
udp
192.168.100.150
5969
192.168.100.3
80
200,828
1.924374
100
0
4
2.721421
100
0
0.490622
4.096952
1
DDoS
UDP
44,028
tcp
192.168.100.150
3460
192.168.100.3
80
42,551
0.051721
69
0.040351
1
0.092072
69
0.043901
0.130877
0.143793
1
DoS
TCP
743,427
udp
192.168.100.149
23534
192.168.100.5
80
126,150
2.1073
100
0
4
2.105592
100
0
0.202903
4.33114
1
DoS
UDP
2,168,401
tcp
192.168.100.150
8298
192.168.100.3
80
255,008
2.034132
100
0
3
2.034132
100
0
0.140207
4.068265
1
DDoS
TCP
1,771,698
tcp
192.168.100.148
34767
192.168.100.3
80
120,457
0
44
0
3
0
100
0
0.100669
0
1
DDoS
TCP
3,124,779
udp
192.168.100.150
61583
192.168.100.3
80
234,001
1.900036
47
0
4
2.687056
100
0
0.495003
4.032839
1
DDoS
UDP
2,086,941
tcp
192.168.100.147
55791
192.168.100.3
80
173,547
1.706516
89
0
3
2.413107
100
0
0.292149
3.651005
1
DDoS
TCP
815,902
udp
192.168.100.148
49203
192.168.100.6
80
198,625
1.583298
58
0
4
2.739304
58
0
0.252175
3.772926
1
DoS
UDP
258,308
tcp
192.168.100.149
54095
192.168.100.5
80
256,879
0
100
0
3
0
100
0
0.15988
0
1
DoS
TCP
3,286,919
udp
192.168.100.149
54589
192.168.100.3
80
133,991
1.95468
72
0
4
2.764234
100
0
0.484428
4.166703
1
DDoS
UDP
2,914,810
udp
192.168.100.148
50789
192.168.100.3
80
24,032
0.634436
100
2.759727
4
3.656953
100
0
0.729412
4.107182
1
DDoS
UDP
2,282,761
tcp
192.168.100.148
6850
192.168.100.3
80
107,221
1.571785
86
0
3
2.218975
100
0
0.306265
3.441938
1
DDoS
TCP
3,257,837
udp
192.168.100.147
22307
192.168.100.3
80
104,909
0.951814
100
2.970799
4
3.648426
100
0
0.931452
4.994485
1
DDoS
UDP
2,346,141
tcp
192.168.100.148
26144
192.168.100.3
80
170,601
1.526702
100
0
3
2.150726
100
0
0.311714
3.390449
1
DDoS
TCP
2,081,954
tcp
192.168.100.150
51528
192.168.100.3
80
168,560
1.855377
79
0
1
1.394816
100
0.248946
0.274191
4.016932
1
DDoS
TCP
3,386,420
udp
192.168.100.150
22385
192.168.100.3
80
233,492
1.92125
48
0
4
2.717033
100
0
0.490627
4.085718
1
DDoS
UDP
3,195,537
udp
192.168.100.150
43258
192.168.100.3
80
42,609
0.974713
100
2.025911
4
3.404169
100
0
0.490734
4.113377
1
DDoS
UDP
2,541,021
tcp
192.168.100.148
4220
192.168.100.3
80
103,334
1.551443
100
0.292393
1
1.407432
100
0.043095
0.117866
3.601405
1
DDoS
TCP
689,717
udp
192.168.100.147
36037
192.168.100.7
80
72,440
1.273753
100
0
4
1.559312
100
0
0.265532
2.665393
1
DoS
UDP
592,321
tcp
192.168.100.148
64911
192.168.100.6
80
66,540
0.015828
100
0
1
0.009139
100
0
0.053122
0.036554
1
DoS
TCP
3,630,606
tcp
192.168.100.149
1216
192.168.100.3
400
6,924
0
100
0.005377
1
0.005377
100
185.97731
185.97731
0.005377
1
Reconnaissance
Service_Scan
3,052,299
udp
192.168.100.147
31001
192.168.100.3
80
161,521
1.370073
100
1.971754
4
3.909325
100
0
1.024997
4.880945
1
DDoS
UDP
2,225,754
tcp
192.168.100.150
19381
192.168.100.3
80
50,213
0.070138
94
3.56539
3
3.635528
100
0
0.271161
3.705665
1
DDoS
TCP
1,301,160
udp
192.168.100.149
3351
192.168.100.5
80
159,571
1.791385
67
0
4
2.166096
67
0
0.221982
4.129404
1
DoS
UDP
2,239,435
tcp
192.168.100.147
49527
192.168.100.3
80
63,894
1.467678
65
0
1
2.072698
100
0
0.414262
3.204243
1
DDoS
TCP
1,079,416
udp
192.168.100.147
3665
192.168.100.7
80
199,982
0.023063
36
2.546407
4
2.583043
36
0
0.386559
2.61162
1
DoS
UDP
2,321,792
tcp
192.168.100.147
1461
192.168.100.3
80
146,252
1.41514
100
0
3
1.99885
100
0
0.323785
3.084194
1
DDoS
TCP
506,650
tcp
192.168.100.150
11182
192.168.100.3
80
243,023
0
100
0.165099
1
0.165099
100
0
6.056972
0.165099
1
DoS
TCP
2,381,557
tcp
192.168.100.147
28303
192.168.100.3
80
206,017
1.419504
100
0
3
2.007466
100
0
0.327772
3.018248
1
DDoS
TCP
2,355,911
tcp
192.168.100.147
19203
192.168.100.3
80
180,371
1.485883
41
0
1
2.098143
100
0
0.404083
3.247816
1
DDoS
TCP
2,771,867
udp
192.168.100.149
22132
192.168.100.3
80
143,250
2.006394
87
0
4
2.828902
100
0
0.397622
4.43417
1
DDoS
UDP
2,108,189
tcp
192.168.100.149
6635
192.168.100.3
80
194,795
0.04958
61
3.923856
3
3.973426
100
0
0.248056
4.022997
1
DDoS
TCP
1,628,911
udp
192.168.100.148
34124
192.168.100.6
80
225,169
0.018338
37
3.999442
4
4.023558
37
0
0.247744
4.043878
1
DoS
UDP
1,182,031
udp
192.168.100.150
36675
192.168.100.3
80
40,442
1.728669
96
0
4
3.497704
96
0
0.459383
4.893144
1
DoS
UDP
718,452
udp
192.168.100.147
42413
192.168.100.7
80
101,175
1.221123
100
0
4
1.720843
100
0
0.345151
2.751081
1
DoS
UDP
1,345,431
udp
192.168.100.150
13830
192.168.100.3
80
203,842
1.750126
100
0
4
3.052358
100
0
0.481524
4.922738
1
DoS
UDP
1,287,745
udp
192.168.100.150
61433
192.168.100.3
80
146,156
1.77363
73
0
4
3.114965
73
0
0.461543
4.917673
1
DoS
UDP
3,431,999
udp
192.168.100.148
32773
192.168.100.3
80
16,918
0.646959
78
2.754073
4
3.668492
100
0
0.728873
4.152408
1
DDoS
UDP
2,394,030
tcp
192.168.100.147
32690
192.168.100.3
80
218,490
1.419614
95
0
3
2.007567
100
0
0.329847
3.025918
1
DDoS
TCP
1,597,421
udp
192.168.100.149
5026
192.168.100.5
80
193,679
0.55601
49
3.279853
4
3.680983
49
0
0.27994
4.635393
1
DoS
UDP
3,258,192
udp
192.168.100.148
57698
192.168.100.3
80
105,264
0.64753
17
2.773716
4
3.689185
100
0
0.724554
4.166405
1
DDoS
UDP
1,747,818
tcp
192.168.100.147
33602
192.168.100.3
80
96,577
2.305246
100
0.165949
1
2.471195
100
0.101302
0.273077
4.77644
1
DDoS
TCP
1,966,804
tcp
192.168.100.148
57172
192.168.100.3
80
53,410
1.665185
27
0
3
1.177464
100
0
0.204227
3.532391
1
DDoS
TCP
2,382,315
tcp
192.168.100.148
37017
192.168.100.3
80
206,775
1.520481
73
0
3
2.143142
100
0
0.316371
3.366363
1
DDoS
TCP
1,167,633
udp
192.168.100.150
31005
192.168.100.3
80
26,044
1.686262
100
0
4
3.465329
100
0
0.458446
4.883493
1
DoS
UDP
1,293,535
udp
192.168.100.148
50072
192.168.100.6
80
151,946
2.023982
100
0
4
1.651966
100
0
0.188729
4.216748
1
DoS
UDP
3,152,015
udp
192.168.100.150
35203
192.168.100.3
80
261,238
0.017777
100
4.038188
4
4.05602
100
0
0.493826
4.073851
1
DDoS
UDP
2,048,817
tcp
192.168.100.148
18697
192.168.100.3
80
135,423
1.901973
68
0
3
2.634726
100
0
0.271608
4.421042
1
DDoS
TCP
2,734,149
udp
192.168.100.148
37016
192.168.100.3
80
105,532
0.898658
100
2.758022
4
3.945312
100
0
0.616941
4.931556
1
DDoS
UDP