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
1
10.6k
dpkts
int64
0
11k
sbytes
int64
24
14.4M
dbytes
int64
0
14.7M
rate
float64
0
1M
sttl
int64
0
255
dttl
int64
0
253
sload
float64
0
5.27B
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
dwin
int64
0
255
tcprtt
float64
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3.82
synack
float64
0
3.23
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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
0
1
attack_cat
stringclasses
10 values
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10
822
1,190
15.283164
62
252
4,761.912109
6,891.902832
2
2
138.019667
130.248664
9,511.672611
198.081172
255
2,132,045,910
4,284,178,671
255
0.142173
0.070951
0.071222
82
119
1
150
1
1
1
1
1
1
0
0
1
1
1
0
Normal
0
74,996
0.000003
tcp
-
REQ
2
0
90
0
333,333.3215
254
0
119,999,992
0
1
0
0.003
0
0
0
255
0
0
0
0
0
0
45
0
0
0
6
6
5
1
1
28
0
0
0
5
4
0
Normal
0
74,997
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
6
6
5
1
1
28
0
0
0
5
4
0
Normal
0
74,998
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
17
1
1
19
0
0
0
17
6
0
Normal
0
74,999
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
17
1
1
19
0
0
0
17
6
0
Normal
0
75,000
0.000008
tcp
-
REQ
2
0
90
0
125,000.0003
254
0
45,000,000
0
1
0
0.008
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0
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255
0
0
0
0
0
0
45
0
0
0
8
6
2
1
1
19
0
0
0
2
6
0
Normal
0