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
3,559,813
udp
192.168.100.147
44513
192.168.100.3
80
144,732
1.880682
55
0.983403
4
3.643065
100
0
1.005578
4.98253
1
DDoS
UDP
2,501,648
tcp
192.168.100.149
39250
192.168.100.3
80
63,960
0.106144
53
0
3
0.061283
100
0
0.092231
0.24513
1
DDoS
TCP
286,729
tcp
192.168.100.148
49545
192.168.100.6
80
23,099
0.010627
73
0
1
0.008673
73
0.053386
0.165548
0.022208
1
DoS
TCP
299,875
tcp
192.168.100.147
59030
192.168.100.7
80
36,245
0
93
0
3
0
93
0
0.118603
0
1
DoS
TCP
195,164
tcp
192.168.100.147
1717
192.168.100.7
80
193,687
0
100
0
3
0
100
0
0.129138
0
1
DoS
TCP
882,699
udp
192.168.100.147
30989
192.168.100.7
80
3,265
0.45733
100
1.358994
4
2.381247
100
0
0.404726
2.598914
1
DoS
UDP
3,122,509
udp
192.168.100.149
58579
192.168.100.3
80
231,731
1.910043
100
0
4
2.701206
100
0
0.49338
4.054329
1
DDoS
UDP
1,750,635
tcp
192.168.100.150
21130
192.168.100.3
80
99,394
0
66
0.165885
1
0.165885
100
0
6.028273
0.165885
1
DDoS
TCP
2,051,348
tcp
192.168.100.150
44987
192.168.100.3
80
137,954
0.083225
52
3.992241
3
4.075478
100
0
0.207035
4.158714
1
DDoS
TCP
2,978,197
udp
192.168.100.150
33639
192.168.100.3
80
87,419
0.949414
100
2.014751
4
3.357419
100
0
0.494807
4.032163
1
DDoS
UDP
565,111
tcp
192.168.100.150
2665
192.168.100.3
80
39,329
0.003482
73
0.139956
1
0.144863
73
0.040225
0.100563
0.147681
1
DoS
TCP
2,254,270
tcp
192.168.100.149
21561
192.168.100.3
80
78,729
1.674356
95
0
3
2.362391
100
0
0.283351
3.683344
1
DDoS
TCP
2,032,338
tcp
192.168.100.148
13146
192.168.100.3
80
118,944
1.936717
71
0
3
2.67186
100
0
0.271205
4.529501
1
DDoS
TCP
2,351,998
tcp
192.168.100.149
42987
192.168.100.3
80
176,458
0.121681
100
3.421801
3
3.543486
100
0
0.282545
3.66517
1
DDoS
TCP
2,587,872
tcp
192.168.100.149
48813
192.168.100.3
80
150,185
0.109172
35
0
1
0.134917
100
0.094965
0.143329
0.267383
1
DDoS
TCP
1,376,732
udp
192.168.100.149
24319
192.168.100.5
80
235,144
1.532377
100
0
4
2.615475
100
0
0.209329
3.912775
1
DoS
UDP
1,182,741
udp
192.168.100.150
37001
192.168.100.3
80
41,152
0.608652
72
3.368096
4
4.576085
72
0
0.459353
4.993671
1
DoS
UDP
1,019,907
udp
192.168.100.150
63427
192.168.100.3
80
140,473
0.028067
14
4.422144
4
4.470494
14
0
0.409207
4.491335
1
DoS
UDP
2,570,960
tcp
192.168.100.148
19792
192.168.100.3
80
133,273
0
100
0
3
0
100
0
0.091664
0
1
DDoS
TCP
2,520,048
tcp
192.168.100.150
25540
192.168.100.3
80
82,360
0.11732
39
0
3
0.05866
100
0
0.129326
0.2933
1
DDoS
TCP
1,600,533
udp
192.168.100.147
6066
192.168.100.7
80
196,791
0.348699
100
3.62607
4
3.841041
100
0
0.279091
4.444807
1
DoS
UDP
3,245,695
udp
192.168.100.147
14191
192.168.100.3
80
92,767
1.41391
100
1.982677
4
3.982139
100
0
1.003222
4.999763
1
DDoS
UDP
2,834,568
udp
192.168.100.150
41930
192.168.100.3
80
205,951
1.738537
100
0
4
2.406231
100
0
0.443557
4.046734
1
DDoS
UDP
2,154,795
tcp
192.168.100.149
23665
192.168.100.3
80
241,402
0.100402
82
3.869512
1
3.969914
100
0
0.331713
4.070317
1
DDoS
TCP
2,957,642
udp
192.168.100.150
28226
192.168.100.3
80
66,864
0.944298
100
2.031109
4
3.366544
100
0
0.494964
4.037032
1
DDoS
UDP
2,981,256
udp
192.168.100.150
34437
192.168.100.3
80
90,478
0.952229
100
2.013463
4
3.360116
100
0
0.494773
4.035172
1
DDoS
UDP
2,672,816
udp
192.168.100.147
33029
192.168.100.3
80
44,199
0.455387
100
3.980292
4
4.348079
100
0
0.841137
4.989808
1
DDoS
UDP
58,976
tcp
192.168.100.149
7731
192.168.100.5
80
57,499
0.017825
100
0
3
0.010291
100
0
0.10414
0.041165
1
DoS
TCP
1,108,869
udp
192.168.100.147
26782
192.168.100.7
80
229,435
0.530924
100
2.538587
4
2.848373
100
0
0.406253
3.909156
1
DoS
UDP
539,187
tcp
192.168.100.149
40892
192.168.100.5
80
13,405
0.070109
100
0
1
0.040477
100
0
0.05094
0.161909
1
DoS
TCP
669,931
udp
192.168.100.150
7373
192.168.100.3
80
52,654
1.782905
70
0
4
3.315136
70
0
0.384203
4.708285
1
DoS
UDP
1,997,503
tcp
192.168.100.148
63557
192.168.100.3
80
84,109
1.665285
100
0
3
1.177534
100
0
0.203991
3.532602
1
DDoS
TCP
2,530,339
tcp
192.168.100.149
43105
192.168.100.3
80
92,651
0.104774
78
0
3
0.060491
100
0
0.090521
0.241966
1
DDoS
TCP
2,867,436
udp
192.168.100.149
56749
192.168.100.3
80
238,819
0.256517
100
4.073269
4
4.32979
100
0
0.467804
4.586311
1
DDoS
UDP
2,678,990
udp
192.168.100.147
36247
192.168.100.3
80
50,373
0.454716
100
3.978613
4
4.35183
100
0
0.842071
4.991961
1
DDoS
UDP
2,945,669
udp
192.168.100.149
21883
192.168.100.3
80
54,891
0.951315
39
2.037437
4
3.38279
100
0
0.493109
4.059492
1
DDoS
UDP
1,005,967
udp
192.168.100.150
59471
192.168.100.3
80
126,533
1.793212
100
0
4
3.586369
100
0
0.446608
4.49657
1
DoS
UDP
3,306,305
udp
192.168.100.148
1516
192.168.100.3
80
153,377
0.647463
50
2.769415
4
3.683913
100
0
0.652324
4.180887
1
DDoS
UDP
1,946,366
tcp
192.168.100.150
21765
192.168.100.3
80
32,969
2.302135
100
0
1
2.302135
100
0
0.203772
4.604269
1
DDoS
TCP
935,603
udp
192.168.100.147
43398
192.168.100.7
80
56,169
0.446163
100
1.388624
4
2.385939
100
0
0.404448
2.60254
1
DoS
UDP
2,924,272
udp
192.168.100.147
49096
192.168.100.3
80
33,494
1.374237
100
1.96109
4
3.904491
100
0
1.024249
4.889751
1
DDoS
UDP
3,023,450
udp
192.168.100.148
11048
192.168.100.3
80
132,672
0.632751
100
2.761059
4
3.655903
100
0
0.656496
4.103662
1
DDoS
UDP
1,326,689
udp
192.168.100.150
7760
192.168.100.3
80
185,100
1.753666
100
0
4
3.059371
100
0
0.470424
4.922874
1
DoS
UDP
1,288,061
udp
192.168.100.147
54034
192.168.100.7
80
146,472
1.808592
100
0
4
1.476346
100
0
0.200819
3.754336
1
DoS
UDP
2,577,573
tcp
192.168.100.148
23049
192.168.100.3
80
139,886
0.117147
100
0
1
0.095352
100
0.03966
0.136597
0.253005
1
DDoS
TCP
546,025
tcp
192.168.100.147
14942
192.168.100.7
80
20,243
0
100
0
3
0
100
0
0.068271
0
1
DoS
TCP
1,334,272
udp
192.168.100.149
9382
192.168.100.5
80
192,683
1.7798
100
0
4
2.152216
100
0
0.228735
4.10228
1
DoS
UDP
144,393
tcp
192.168.100.149
31032
192.168.100.5
80
142,916
0
100
0
3
0
100
0
0.11007
0
1
DoS
TCP
232,562
tcp
192.168.100.149
63749
192.168.100.5
80
231,085
0
86
0
3
0
86
0
0.120649
0
1
DoS
TCP
3,606,493
icmp
192.168.100.3
0x0303
192.168.100.147
0x0c80
11,703
0
43
0
5
0
11
0
0
0
1
Reconnaissance
Service_Scan
328,319
tcp
192.168.100.147
576
192.168.100.7
80
64,689
0
46
0
3
0
46
0
0.115009
0
1
DoS
TCP
2,485,646
tcp
192.168.100.150
20375
192.168.100.3
80
47,958
0.124998
100
0
1
0.168905
100
0.095797
0.196941
0.310608
1
DDoS
TCP
2,379,824
tcp
192.168.100.150
53784
192.168.100.3
80
204,284
1.72158
88
0
1
2.434652
100
0
0.357744
3.662229
1
DDoS
TCP
421,534
tcp
192.168.100.147
28094
192.168.100.7
80
157,905
1.737559
69
0
3
1.00318
69
0
0.17872
4.012721
1
DoS
TCP
2,621,701
tcp
192.168.100.147
48661
192.168.100.3
80
184,014
0
100
0
3
0
100
0
0.069217
0
1
DDoS
TCP
2,212,107
tcp
192.168.100.148
56089
192.168.100.3
80
36,566
1.51796
99
0
3
2.130997
100
0
0.309177
3.421091
1
DDoS
TCP
3,168,387
udp
192.168.100.147
50297
192.168.100.3
80
15,459
0.948895
100
2.968928
4
4.310851
100
0
1.003243
4.987789
1
DDoS
UDP
2,567,252
tcp
192.168.100.148
18062
192.168.100.3
80
129,565
0
100
0
3
0
100
0
0.091928
0
1
DDoS
TCP
3,664,695
tcp
192.168.100.150
61890
192.168.100.5
9502
5,431
0
98
0.000781
1
0.000781
100
0
0
0.000781
1
Reconnaissance
Service_Scan
1,896,509
tcp
192.168.100.150
57054
192.168.100.3
80
245,268
0
11
0
3
0
100
0
0
0
1
DDoS
TCP
3,531,292
udp
192.168.100.150
15049
192.168.100.3
80
116,211
0.822325
42
2.31893
4
3.481872
100
0
0.482746
4.063922
1
DDoS
UDP
2,055,458
tcp
192.168.100.148
21667
192.168.100.3
80
142,064
0.47075
86
3.408829
1
3.758609
100
0
0.338754
4.424059
1
DDoS
TCP
384,001
tcp
192.168.100.147
19528
192.168.100.7
80
120,371
1.775131
100
0
3
1.024873
100
0
0.17886
4.09949
1
DoS
TCP
3,251,721
udp
192.168.100.149
49332
192.168.100.3
80
98,793
0.998465
100
2.026379
4
3.438209
100
0
0.485837
4.165376
1
DDoS
UDP
2,892,646
udp
192.168.100.148
47154
192.168.100.3
80
1,866
0.633917
100
2.760316
4
3.656807
100
0
0.72958
4.105264
1
DDoS
UDP
1,232,933
udp
192.168.100.150
47040
192.168.100.3
80
91,344
1.830004
91
0
4
3.234194
91
0
0.460864
4.948553
1
DoS
UDP
1,925,052
tcp
192.168.100.147
41216
192.168.100.3
80
11,651
1.527126
52
0
1
2.644342
100
0.279084
0.432817
3.583155
1
DDoS
TCP
3,449,139
udp
192.168.100.149
55485
192.168.100.3
80
34,058
1.935813
91
0
4
2.737374
100
0
0.420249
4.139944
1
DDoS
UDP
3,499,990
udp
192.168.100.147
19190
192.168.100.3
80
84,909
0.968455
100
2.908963
4
4.278286
100
0
0.942639
4.986742
1
DDoS
UDP
1,418,820
udp
192.168.100.150
31680
192.168.100.3
80
15,077
1.217939
100
1.75043
4
4.186215
100
0
0.586532
4.813479
1
DoS
UDP
1,642,183
udp
192.168.100.148
36645
192.168.100.6
80
238,441
0.016791
84
4.001295
4
4.023228
84
0
0.247746
4.042074
1
DoS
UDP
3,522,275
udp
192.168.100.149
64578
192.168.100.3
80
107,194
1.927733
43
0
4
2.725985
100
0
0.421012
4.120391
1
DDoS
UDP
1,162,537
udp
192.168.100.148
23925
192.168.100.6
80
20,948
2.0535
76
0
4
1.675309
76
0
0.190833
4.319351
1
DoS
UDP
749,126
udp
192.168.100.148
34308
192.168.100.6
80
131,849
1.552835
99
0
4
2.689558
99
0
0.240337
3.592774
1
DoS
UDP
2,859,053
udp
192.168.100.150
52768
192.168.100.3
80
230,436
0.342883
48
4.028269
4
4.371148
100
0
0.464613
4.714028
1
DDoS
UDP
381,854
tcp
192.168.100.148
10415
192.168.100.6
80
118,224
0.089362
100
0
3
0.044681
100
0
0.15023
0.223404
1
DoS
TCP
2,967,629
udp
192.168.100.148
61468
192.168.100.3
80
76,851
0.635591
51
2.759607
4
3.658447
100
0
0.728988
4.113529
1
DDoS
UDP
3,010,258
udp
192.168.100.149
36474
192.168.100.3
80
119,480
1.909005
49
0
4
2.699733
100
0
0.493549
4.054681
1
DDoS
UDP
1,162,443
udp
192.168.100.149
53261
192.168.100.5
80
20,854
1.645354
100
0
4
2.012867
100
0
0.220666
3.497275
1
DoS
UDP
180,545
tcp
192.168.100.148
52377
192.168.100.6
80
179,068
0
83
0
3
0
83
0
0.1278
0
1
DoS
TCP
3,428,354
udp
192.168.100.148
31432
192.168.100.3
80
13,273
0.647356
100
2.75341
4
3.668357
100
0
0.728822
4.153394
1
DDoS
UDP
3,626,816
tcp
192.168.100.147
1822
192.168.100.3
916
3,030
0
100
0.004917
1
0.004917
100
406.752075
203.376038
0.004917
1
Reconnaissance
Service_Scan
145,102
tcp
192.168.100.148
42955
192.168.100.6
80
143,625
0.027736
100
0
1
0.025261
100
0.04057
0.121872
0.06672
1
DoS
TCP
2,771,638
udp
192.168.100.150
22256
192.168.100.3
80
143,021
0.182897
79
4.06035
4
4.243253
100
0
0.380668
4.426155
1
DDoS
UDP
2,112,017
tcp
192.168.100.149
8948
192.168.100.3
80
198,623
0.045384
100
3.926939
3
3.972323
100
0
0.248
4.017707
1
DDoS
TCP
1,358,077
udp
192.168.100.150
19180
192.168.100.3
80
216,488
1.742233
92
0
4
3.029344
92
0
0.489034
4.921878
1
DoS
UDP
587,777
tcp
192.168.100.149
57345
192.168.100.5
80
61,996
0
60
0
3
0
60
0
0.054297
0
1
DoS
TCP
1,226,033
udp
192.168.100.147
27817
192.168.100.7
80
84,444
1.810714
100
0
4
2.216057
100
0
0.215517
3.818061
1
DoS
UDP
98,450
tcp
192.168.100.149
18377
192.168.100.5
80
96,973
0.019329
56
0
1
0.01116
56
0
0.105862
0.044638
1
DoS
TCP
447,439
tcp
192.168.100.147
38434
192.168.100.7
80
183,810
0
48
0
3
0
48
0
0.159715
0
1
DoS
TCP
2,215,260
tcp
192.168.100.147
44798
192.168.100.3
80
39,719
0.096281
100
2.755111
3
2.885034
100
0
0.33789
2.98527
1
DDoS
TCP
1,512,253
udp
192.168.100.149
48246
192.168.100.5
80
108,510
0.089849
100
3.277399
4
3.355256
100
0
0.283633
3.501201
1
DoS
UDP
2,526,269
tcp
192.168.100.147
17065
192.168.100.3
80
88,581
0
65
0
3
0
100
0
0.078089
0
1
DDoS
TCP
275,489
tcp
192.168.100.148
46064
192.168.100.6
80
11,859
0.023885
100
0
1
0.013909
100
0.053643
0.131571
0.065193
1
DoS
TCP
3,015,206
udp
192.168.100.148
8101
192.168.100.3
80
124,428
0.633546
100
2.761041
4
3.657009
100
0
0.729404
4.105759
1
DDoS
UDP
362,011
tcp
192.168.100.147
15181
192.168.100.7
80
98,381
1.783691
30
0
3
1.029814
30
0
0.179195
4.119258
1
DoS
TCP
2,217,383
tcp
192.168.100.148
57349
192.168.100.3
80
41,842
1.525744
60
0
3
2.139531
100
0
0.308065
3.451467
1
DDoS
TCP
160,364
tcp
192.168.100.147
58267
192.168.100.7
80
158,887
0
68
0
3
0
68
0
0.122229
0
1
DoS
TCP
1,316,168
udp
192.168.100.148
56481
192.168.100.6
80
174,579
2.019264
100
0
4
1.648388
100
0
0.18863
4.185229
1
DoS
UDP
535,206
tcp
192.168.100.147
12046
192.168.100.7
80
9,424
0
100
0
3
0
100
0
0.067683
0
1
DoS
TCP