Datasets:
Mireu-Lab
/
UNSW-NB15

Dataset card Data Studio Files
xet
 Community
1
id
int64
1
82.3k
dur
float64
0
60
proto
stringclasses
131 values
service
stringclasses
13 values
state
stringclasses
7 values
spkts
int64
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10.6k
dpkts
int64
0
11k
sbytes
int64
24
14.4M
dbytes
int64
0
14.7M
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float64
0
1M
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int64
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255
dttl
int64
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253
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float64
0
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dload
float64
0
20.8M
sloss
int64
0
5.32k
dloss
int64
0
5.51k
sinpkt
float64
0
60k
dinpkt
float64
0
57.7k
sjit
float64
0
1.48M
djit
float64
0
463k
swin
int64
0
255
stcpb
int64
0
4.29B
dtcpb
int64
0
4.29B
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int64
0
255
tcprtt
float64
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3.82
synack
float64
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float64
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2.93
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int64
24
1.5k
dmean
int64
0
1.5k
trans_depth
int64
0
131
response_body_len
int64
0
5.24M
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int64
1
63
ct_state_ttl
int64
0
6
ct_dst_ltm
int64
1
59
ct_src_dport_ltm
int64
1
59
ct_dst_sport_ltm
int64
1
38
ct_dst_src_ltm
int64
1
63
is_ftp_login
int64
0
2
ct_ftp_cmd
int64
0
2
ct_flw_http_mthd
int64
0
16
ct_src_ltm
int64
1
60
ct_srv_dst
int64
1
62
is_sm_ips_ports
int64
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attack_cat
stringclasses
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45
0
0
0
8
6
22
1
1
40
0
0
0
23
7
0
Normal
0
74,894
0.000008
tcp
-
REQ
2
0
90
0
125,000.0003
254
0
45,000,000
0
1
0
0.008
0
0
0
255
0
0
0
0
0
0
45
0
0
0
8
6
22
1
1
40
0
0
0
23
7
0
Normal
0
74,895
0.000008
tcp
-
REQ
2
0
90
0
125,000.0003
254
0
45,000,000
0
1
0
0.008
0
0
0
255
0
0
0
0
0
0
45
0
0
0
8
6
22
1
1
40
0
0
0
23
7
0
Normal
0
74,896
0.000008
udp
-
INT
2
0
104
0
125,000.0003
254
0
52,000,000
0
0
0
0.008
0
0
0
0
0
0
0
0
0
0
52
0
0
0
2
2
1
1
1
2
0
0
0
1
2
0
Normal
0
74,897
0.000009
tcp
-
REQ
2
0
90
0
111,111.1072
254
0
40,000,000
0
1
0
0.009
0
0
0
255
0
0
0
0
0
0
45
0
0
0
8
6
22
1
1
40
0
0
0
23
7
0
Normal
0
74,898
0.000008
tcp
-
REQ
2
0
90
0
125,000.0003
254
0
45,000,000
0
1
0
0.008
0
0
0
255
0
0
0
0
0
0
45
0
0
0
8
6
1
1
1
40
0
0
0
1
7
0
Normal
0
74,899
0.621471
tcp
-
FIN
10
8
2,516
354
27.354455
254
252
29,156.63086
3,990.532227
2
1
69.052333
79.622141
3,894.718145
155.741016
255
1,246,182,139
2,496,226,434
255
0.146593
0.063331
0.083262
252
44
0
0
12
1
2
2
1
5
0
0
0
4
5
0
Normal
0
74,900
0.000001
tcp
-
REQ
2
0
90
0
1,000,000.003
254
0
360,000,000
0
1
0
0.001
0
0
0
255
0
0
0
0
0
0
45
0
0
0
12
6
2
1
1
6
0
0
0
4
6
0
Normal
0