Datasets:
Mouwiya
/
UNSW-NB15-small

Dataset card Data Studio Files
xet
Community
id
int64
1
175k
dur
float64
0
60
proto
stringclasses
133 values
service
stringclasses
13 values
state
stringclasses
9 values
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int64
1
9.62k
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int64
0
11k
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int64
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13M
dbytes
int64
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14.7M
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float64
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1M
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int64
0
255
dttl
int64
0
254
sload
float64
0
5.99B
dload
float64
0
22.4M
sloss
int64
0
4.8k
dloss
int64
0
5.48k
sinpkt
float64
0
84.4k
dinpkt
float64
0
56.7k
sjit
float64
0
1.46M
djit
float64
0
289k
swin
int64
0
255
stcpb
int64
0
4.29B
dtcpb
int64
0
4.29B
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int64
0
255
tcprtt
float64
0
2.52
synack
float64
0
2.1
ackdat
float64
0
1.52
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int64
28
1.5k
dmean
int64
0
1.46k
trans_depth
int64
0
172
response_body_len
int64
0
6.56M
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int64
1
63
ct_state_ttl
int64
0
6
ct_dst_ltm
int64
1
51
ct_src_dport_ltm
int64
1
51
ct_dst_sport_ltm
int64
1
46
ct_dst_src_ltm
int64
1
65
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int64
0
4
ct_ftp_cmd
int64
0
4
ct_flw_http_mthd
int64
0
30
ct_src_ltm
int64
1
60
ct_srv_dst
int64
1
62
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int64
0
1
attack_cat
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label
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snmp
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tcp
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FIN
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1
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Normal
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0.393556
tcp
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FIN
10
8
860
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15,733.46582
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tcp
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FIN
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tcp
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10
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21,277.03711
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CON
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tcp
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10
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1,168
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31.111315
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tcp
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10
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822
12,220
34.435451
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0.274605
tcp
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10
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1,228
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10
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tcp
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0
0
0
0
0
0
0
0
724
0
0
0
43
2
5
5
1
40
0
0
0
5
39
0
Normal
0
89
0.000009
udp
-
INT
2
0
232
0
111,111.1072
254
0
103,111,104
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
116
0
0
0
43
2
5
5
1
40
0
0
0
5
39
0
Normal
0
90
0.000009
udp
-
INT
2
0
352
0
111,111.1072
254
0
156,444,432
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
176
0
0
0
43
2
5
5
1
40
0
0
0
5
39
0
Normal
0
91
0.000011
udp
-
INT
2
0
986
0
90,909.0902
254
0
358,545,440
0
0
0
0.011
0
0
0
0
0
0
0
0
0
0
493
0
0
0
43
2
5
5
1
40
0
0
0
5
39
0
Normal
0
92
0.989341
tcp
smtp
FIN
36
22
24,835
1,772
57.614108
62
252
195,249.1563
13,681.83398
15
8
28.266886
46.337906
1,718.26
51.577031
255
1,717,978,351
3,336,318,753
255
0.069729
0.015132
0.054597
690
81
0
0
1
1
2
1
1
3
0
0
0
1
2
0
Normal
0
93
0.00001
udp
-
INT
2
0
926
0
100,000.0025
254
0
370,400,000
0
0
0
0.01
0
0
0
0
0
0
0
0
0
0
463
0
0
0
43
2
5
5
1
40
0
0
0
5
39
0
Normal
0
94
0.018501
tcp
-
FIN
16
18
1,540
1,644
1,783.687322
31
29
624,398.6875
671,531.25
4
4
1.211867
1.127375
73.079229
2.273411
255
2,204,166,040
59,759,043
255
0.000574
0.00046
0.000114
96
91
0
0
12
0
8
6
1
6
0
0
0
12
9
0
Normal
0
95
0.000012
udp
-
INT
2
0
174
0
83,333.33039
254
0
57,999,996
0
0
0
0.012
0
0
0
0
0
0
0
0
0
0
87
0
0
0
43
2
1
1
1
40
0
0
0
1
39
0
Normal
0
96
0.000011
udp
-
INT
2
0
604
0
90,909.0902
254
0
219,636,368
0
0
0
0.011
0
0
0
0
0
0
0
0
0
0
302
0
0
0
43
2
2
2
1
40
0
0
0
2
39
0
Normal
0
97
0.00001
udp
-
INT
2
0
552
0
100,000.0025
254
0
220,800,000
0
0
0
0.01
0
0
0
0
0
0
0
0
0
0
276
0
0
0
43
2
2
2
1
40
0
0
0
2
39
0
Normal
0
98
37.578835
tcp
-
FIN
22
24
1,920
4,312
1.197483
31
29
390.219666
879.856995
6
6
1,789.45128
1,633.831446
207,537.6711
199,563.4131
255
3,446,481,727
3,446,826,646
255
0.000852
0.000682
0.00017
87
180
0
0
6
0
10
1
1
2
0
0
0
3
7
0
Normal
0
99
0.000011
udp
-
INT
2
0
1,754
0
90,909.0902
254
0
637,818,176
0
0
0
0.011
0
0
0
0
0
0
0
0
0
0
877
0
0
0
63
2
8
8
1
63
0
0
0
8
62
0
Normal
0
100
0.000011
udp
-
INT
2
0
742
0
90,909.0902
254
0
269,818,176
0
0
0
0.011
0
0
0
0
0
0
0
0
0
0
371
0
0
0
63
2
8
8
1
63
0
0
0
8
62
0
Normal
0