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
2,569,579
tcp
192.168.100.148
19100
192.168.100.3
80
131,892
0.128969
88
0
1
0.105059
100
0.027101
0.136803
0.276525
1
DDoS
TCP
1,579,715
udp
192.168.100.148
21766
192.168.100.6
80
175,972
0.026833
100
3.990352
4
4.028079
100
0
0.248007
4.050869
1
DoS
UDP
1,732,254
tcp
192.168.100.149
17265
192.168.100.3
80
81,013
0.116696
100
0
1
0.116696
100
0
0.185748
0.233393
1
DDoS
TCP
1,276,274
udp
192.168.100.149
65313
192.168.100.5
80
134,685
1.712307
93
0
4
2.089468
93
0
0.221232
3.747813
1
DoS
UDP
549,178
tcp
192.168.100.149
43526
192.168.100.5
80
23,396
0
100
0
3
0
100
0
0.050909
0
1
DoS
TCP
210,637
tcp
192.168.100.150
38357
192.168.100.3
80
209,160
0
100
0.095868
1
0.095868
100
0
10.431009
0.095868
1
DoS
TCP
1,978,916
tcp
192.168.100.147
28081
192.168.100.3
80
65,522
0.271307
100
3.0206
1
3.403891
100
0
0.353036
3.610636
1
DDoS
TCP
2,901,208
udp
192.168.100.148
48626
192.168.100.3
80
10,430
0.633323
8
2.761239
4
3.65687
100
0
0.729191
4.110228
1
DDoS
UDP
2,889,474
udp
192.168.100.149
3776
192.168.100.3
80
260,857
0.010633
64
4.06167
4
4.072302
100
0
0.491418
4.082935
1
DDoS
UDP
2,851,244
udp
192.168.100.150
49097
192.168.100.3
80
222,627
0.403775
66
4.037856
4
4.441634
100
0
0.458911
4.845412
1
DDoS
UDP
2,577,288
tcp
192.168.100.147
34580
192.168.100.3
80
139,601
0
27
0
3
0
100
0
0.07044
0
1
DDoS
TCP
2,930,139
udp
192.168.100.147
50612
192.168.100.3
80
39,361
1.372326
100
1.962577
4
3.903302
100
0
1.024688
4.884104
1
DDoS
UDP
427,129
tcp
192.168.100.147
30320
192.168.100.7
80
163,500
1.981043
100
0
3
1.143756
100
0
0.174002
4.575022
1
DoS
TCP
861,064
udp
192.168.100.149
54597
192.168.100.5
80
243,787
2.104904
85
0
4
2.104006
85
0
0.228843
4.29499
1
DoS
UDP
1,378,416
udp
192.168.100.149
25747
192.168.100.5
80
236,828
1.727131
100
0
4
2.097442
100
0
0.245263
3.904537
1
DoS
UDP
1,724,521
tcp
192.168.100.148
23059
192.168.100.3
80
73,280
0
49
0
3
0
100
0
0.097776
0
1
DDoS
TCP
292,271
tcp
192.168.100.149
63854
192.168.100.5
80
28,641
2.007563
42
0
3
1.159067
42
0
0.13601
4.636268
1
DoS
TCP
633,854
udp
192.168.100.148
3822
192.168.100.6
80
16,577
1.587913
100
0
4
2.745266
100
0
0.229747
3.816188
1
DoS
UDP
2,395,688
tcp
192.168.100.150
57774
192.168.100.3
80
220,148
0.002138
88
3.65887
3
3.660793
100
0
0.265782
3.662716
1
DDoS
TCP
3,402,359
udp
192.168.100.150
29493
192.168.100.3
80
249,431
1.9249
81
0
4
2.7222
100
0
0.490703
4.092236
1
DDoS
UDP
2,878,712
udp
192.168.100.149
62385
192.168.100.3
80
250,095
0.129405
25
4.070191
4
4.199596
100
0
0.479525
4.329001
1
DDoS
UDP
3,227,269
udp
192.168.100.148
54215
192.168.100.3
80
74,341
0.647072
87
2.775048
4
3.689765
100
0
0.651588
4.169964
1
DDoS
UDP
2,464,415
tcp
192.168.100.148
50805
192.168.100.3
80
26,727
1.055027
31
0.244224
1
0.997746
100
0.042734
0.129037
2.489755
1
DDoS
TCP
1,381,855
udp
192.168.100.149
29117
192.168.100.5
80
240,267
1.713225
100
0
4
2.083394
100
0
0.248221
3.84385
1
DoS
UDP
1,281,853
udp
192.168.100.149
556
192.168.100.5
80
140,264
1.737018
100
0
4
2.114465
100
0
0.221156
3.87197
1
DoS
UDP
2,582,772
tcp
192.168.100.148
25726
192.168.100.3
80
145,085
0.138361
65
0
1
0.168396
100
0.097339
0.157381
0.303461
1
DDoS
TCP
72,471
tcp
192.168.100.149
11385
192.168.100.5
80
70,994
0.022094
100
0
3
0.012756
100
0
0.1046
0.051025
1
DoS
TCP
8,210
tcp
192.168.100.147
9276
192.168.100.7
80
6,733
0
100
0
3
0
100
0
0.130404
0
1
DoS
TCP
1,900,007
tcp
192.168.100.149
64704
192.168.100.3
80
248,766
0
82
0
3
0
100
0
0
0
1
DDoS
TCP
2,303,763
tcp
192.168.100.147
63129
192.168.100.3
80
128,223
1.470144
86
0
1
2.072113
100
0
0.407163
3.255625
1
DDoS
TCP
2,651,919
udp
192.168.100.147
22125
192.168.100.3
80
23,302
0.454531
100
3.989722
4
4.339433
100
0
0.839125
4.981381
1
DDoS
UDP
3,149,668
udp
192.168.100.149
4359
192.168.100.3
80
258,890
1.908864
52
0
4
2.69954
100
0
0.493116
4.05017
1
DDoS
UDP
939,304
udp
192.168.100.150
42593
192.168.100.3
80
59,870
1.795389
100
0
4
3.590742
100
0
0.446784
4.496395
1
DoS
UDP
1,426,656
udp
192.168.100.147
50924
192.168.100.7
80
22,913
1.778888
47
0
4
2.178662
47
0
0.250314
3.645733
1
DoS
UDP
776,557
udp
192.168.100.149
30985
192.168.100.5
80
159,280
2.109446
92
0
4
2.108119
92
0
0.207555
4.322028
1
DoS
UDP
2,752,285
udp
192.168.100.149
17125
192.168.100.3
80
123,668
2.054733
54
0
4
2.888692
100
0
0.392519
4.605947
1
DDoS
UDP
3,413,494
udp
192.168.100.150
34890
192.168.100.3
80
260,566
1.92564
67
0
4
2.723258
100
0
0.490698
4.091118
1
DDoS
UDP
3,393,349
udp
192.168.100.150
25474
192.168.100.3
80
240,421
1.921019
100
0
4
2.716687
100
0
0.490768
4.088514
1
DDoS
UDP
2,369,610
tcp
192.168.100.147
24683
192.168.100.3
80
194,070
1.433122
100
0
3
2.026695
100
0
0.325512
3.051884
1
DDoS
TCP
1,742,729
tcp
192.168.100.150
19476
192.168.100.3
80
91,488
0
92
0.153508
1
0.153508
100
0
6.514319
0.153508
1
DDoS
TCP
2,450,293
tcp
192.168.100.147
52368
192.168.100.3
80
12,604
1.104666
100
0
3
0.781117
100
0
0.094078
2.34335
1
DDoS
TCP
2,872,479
udp
192.168.100.149
59296
192.168.100.3
80
243,862
0.202938
100
4.071675
4
4.274618
100
0
0.472719
4.477561
1
DDoS
UDP
503,521
tcp
192.168.100.150
7995
192.168.100.3
80
239,894
0
100
0.171723
1
0.171723
100
0
5.823332
0.171723
1
DoS
TCP
688,979
udp
192.168.100.150
13749
192.168.100.3
80
71,702
1.783462
100
0
4
3.303402
100
0
0.386617
4.707283
1
DoS
UDP
156,312
tcp
192.168.100.149
34166
192.168.100.5
80
154,835
0
100
0
3
0
100
0
0.111571
0
1
DoS
TCP
2,010,673
tcp
192.168.100.150
36680
192.168.100.3
80
97,279
1.949351
100
0
1
2.754544
100
0
0.275188
4.228337
1
DDoS
TCP
2,464,353
tcp
192.168.100.148
50796
192.168.100.3
80
26,665
1.055037
85
0.244288
1
0.997762
100
0.042734
0.129037
2.489785
1
DDoS
TCP
1,297,732
udp
192.168.100.149
2803
192.168.100.5
80
156,143
1.790951
89
0
4
2.165892
89
0
0.221626
4.125924
1
DoS
UDP
2,538,017
tcp
192.168.100.150
28640
192.168.100.3
80
100,330
0.084608
71
0
1
0.042304
100
0
0.128792
0.211521
1
DDoS
TCP
850,225
udp
192.168.100.149
49197
192.168.100.5
80
232,948
2.109754
98
0
4
2.108841
98
0
0.224397
4.305447
1
DoS
UDP
180,596
tcp
192.168.100.148
52356
192.168.100.6
80
179,119
0.015778
83
0
1
0.013932
83
0.042638
0.1278
0.038337
1
DoS
TCP
1,867,580
tcp
192.168.100.147
62034
192.168.100.3
80
216,339
0
87
0
3
0
100
0
0
0
1
DDoS
TCP
364,968
tcp
192.168.100.148
1854
192.168.100.6
80
101,338
0.009739
100
0
1
0.007707
100
0.052783
0.163878
0.02306
1
DoS
TCP
314,215
tcp
192.168.100.150
34403
192.168.100.3
80
50,585
0.018724
100
0.116101
1
0.134825
100
0.03472
0.103609
0.153549
1
DoS
TCP
394,026
tcp
192.168.100.149
32303
192.168.100.5
80
130,397
2.045866
90
0
3
1.181181
90
0
0.116019
4.724724
1
DoS
TCP
1,386,580
udp
192.168.100.149
33774
192.168.100.5
80
244,992
1.692879
100
0
4
2.062588
100
0
0.25223
3.751752
1
DoS
UDP
2,747,377
udp
192.168.100.148
40269
192.168.100.3
80
118,760
0.861339
100
2.757191
4
3.909923
100
0
0.621091
4.827264
1
DDoS
UDP
1,172,634
udp
192.168.100.150
32934
192.168.100.3
80
31,045
1.702941
100
0
4
3.480399
100
0
0.45874
4.876266
1
DoS
UDP
320,392
tcp
192.168.100.147
64189
192.168.100.7
80
56,762
0
68
0
3
0
68
0
0.115975
0
1
DoS
TCP
3,104,738
udp
192.168.100.148
43674
192.168.100.3
80
213,960
1.278892
100
1.392385
4
3.201006
100
0
0.728919
4.109179
1
DDoS
UDP
1,658,431
tcp
192.168.100.148
2808
192.168.100.3
80
7,190
0.006028
57
0
1
0.006028
100
0
0.207396
0.012055
1
DDoS
TCP
2,588,587
tcp
192.168.100.147
39186
192.168.100.3
80
150,900
0
26
0
3
0
100
0
0.068842
0
1
DDoS
TCP
1,400,917
udp
192.168.100.149
48092
192.168.100.5
80
259,329
1.454211
100
0
4
2.513576
100
0
0.260323
3.503731
1
DoS
UDP
1,956,891
tcp
192.168.100.147
20926
192.168.100.3
80
43,494
0.298981
94
2.940298
3
3.35759
100
0
0.295198
3.625271
1
DDoS
TCP
302,561
tcp
192.168.100.149
1314
192.168.100.5
80
38,931
2.023448
100
0
3
1.168238
100
0
0.135814
4.672952
1
DoS
TCP
1,110,521
udp
192.168.100.147
27858
192.168.100.7
80
231,087
0.531298
100
2.542813
4
2.847556
100
0
0.406312
3.909283
1
DoS
UDP
77,300
tcp
192.168.100.149
12622
192.168.100.5
80
75,823
0.02807
9
0
1
0.016206
9
0
0.104798
0.064825
1
DoS
TCP
3,588,863
tcp
192.168.100.148
33844
192.168.100.6
1148
11,629
0
25
0.000097
1
0.000097
100
0
0
0.000097
1
Reconnaissance
OS_Fingerprint
1,231,875
udp
192.168.100.147
30394
192.168.100.7
80
90,286
1.811771
100
0
4
2.217501
100
0
0.215094
3.815397
1
DoS
UDP
2,366,395
tcp
192.168.100.147
23033
192.168.100.3
80
190,855
1.431368
100
0
3
2.024182
100
0
0.324984
3.051628
1
DDoS
TCP
143,797
tcp
192.168.100.148
42692
192.168.100.6
80
142,320
0.010045
100
0
3
0.005799
100
0
0.121655
0.023197
1
DoS
TCP
2,244,707
tcp
192.168.100.149
19202
192.168.100.3
80
69,166
1.69751
73
0
3
2.392484
100
0
0.281721
3.759969
1
DDoS
TCP
2,134,856
tcp
192.168.100.150
62532
192.168.100.3
80
221,463
1.991833
100
0
3
1.991833
100
0
0.139582
3.983667
1
DDoS
TCP
1,815,596
tcp
192.168.100.147
49479
192.168.100.3
80
164,355
2.129834
17
0.229568
1
2.359402
100
0.115867
0.228661
4.489236
1
DDoS
TCP
591,396
tcp
192.168.100.149
58276
192.168.100.5
80
65,615
0.073663
90
0
1
0.052088
90
0
0.054298
0.156263
1
DoS
TCP
3,052,620
udp
192.168.100.149
40752
192.168.100.3
80
161,842
1.908163
100
0
4
2.698546
100
0
0.493462
4.052069
1
DDoS
UDP
1,817,397
tcp
192.168.100.149
40785
192.168.100.3
80
166,156
0
35
0.199903
1
0.199903
100
0
5.002426
0.199903
1
DDoS
TCP
1,206,084
udp
192.168.100.147
17409
192.168.100.7
80
64,495
0.17123
100
3.62476
4
3.800256
100
0
0.216738
4.034087
1
DoS
UDP
1,034,780
udp
192.168.100.147
62646
192.168.100.7
80
155,346
0.02512
100
2.552654
4
2.584068
100
0
0.386535
2.615545
1
DoS
UDP
1,534,129
udp
192.168.100.147
54419
192.168.100.7
80
130,386
1.571173
100
0
4
2.721342
100
0
0.246663
3.632155
1
DoS
UDP
2,839,524
udp
192.168.100.148
1861
192.168.100.3
80
210,907
2.091051
37
0
4
2.939464
100
0
0.690385
4.689197
1
DDoS
UDP
1,358,144
udp
192.168.100.150
19247
192.168.100.3
80
216,555
1.742002
100
0
4
3.028158
100
0
0.489034
4.924157
1
DoS
UDP
2,562,393
tcp
192.168.100.148
15668
192.168.100.3
80
124,706
0
72
0
3
0
100
0
0.092389
0
1
DDoS
TCP
172,634
tcp
192.168.100.148
50268
192.168.100.6
80
171,157
0
95
0
3
0
95
0
0.126182
0
1
DoS
TCP
2,435,255
tcp
192.168.100.150
8213
192.168.100.3
80
259,715
0.103888
100
3.844447
3
3.948339
100
0
0.256292
4.052232
1
DDoS
TCP
1,095,308
udp
192.168.100.147
17061
192.168.100.7
80
215,874
0.531253
100
2.541335
4
2.845346
100
0
0.406389
3.90682
1
DoS
UDP
1,581,280
udp
192.168.100.149
65366
192.168.100.5
80
177,537
0.559831
100
3.293169
4
3.68621
100
0
0.283464
4.645569
1
DoS
UDP
2,344,256
tcp
192.168.100.149
41383
192.168.100.3
80
168,716
0.004256
32
3.625952
1
3.630309
100
0
0.370272
3.634665
1
DDoS
TCP
326,337
tcp
192.168.100.150
35214
192.168.100.3
80
62,707
0.001102
100
0.136569
1
0.137672
100
0.034468
0.103403
0.138774
1
DoS
TCP
943,990
udp
192.168.100.149
8395
192.168.100.5
80
64,556
0.024055
100
4.094442
4
4.127019
100
0
0.242794
4.151557
1
DoS
UDP
3,293,193
udp
192.168.100.148
63910
192.168.100.3
80
140,265
0.641515
84
2.778757
4
3.685245
100
0
0.724632
4.170469
1
DDoS
UDP
1,211,434
udp
192.168.100.147
20647
192.168.100.7
80
69,845
0.337013
63
3.627201
4
3.893481
63
0
0.216369
4.459275
1
DoS
UDP
2,675,589
udp
192.168.100.148
17262
192.168.100.3
80
46,972
0.299776
100
3.501741
4
3.925618
100
0
0.60124
4.144312
1
DDoS
UDP
1,815,379
tcp
192.168.100.150
36667
192.168.100.3
80
164,138
0
100
0
3
0
100
0
0
0
1
DDoS
TCP
1,454,844
udp
192.168.100.147
37959
192.168.100.7
80
51,101
0.502452
76
2.511224
4
3.378056
76
0
0.287028
3.735845
1
DoS
UDP
1,553,290
udp
192.168.100.147
60045
192.168.100.7
80
149,547
1.572408
100
0
4
2.723418
100
0
0.246696
3.646076
1
DoS
UDP
2,102,877
tcp
192.168.100.150
56516
192.168.100.3
80
189,483
1.981802
67
0
3
1.981802
100
0
0.139553
3.963603
1
DDoS
TCP
970,999
udp
192.168.100.150
50223
192.168.100.3
80
91,565
1.791213
38
0
4
3.582408
38
0
0.446819
4.48449
1
DoS
UDP
3,153,366
udp
192.168.100.149
30832
192.168.100.3
80
431
1.949293
68
0
4
2.756454
100
0
0.416142
4.167561
1
DDoS
UDP
3,603,747
icmp
192.168.100.3
0x0303
192.168.100.150
0x697a
8,774
0
42
0
5
0
10
0
0
0
1
Reconnaissance
Service_Scan