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
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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
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int64
0
255
tcprtt
float64
0
3.82
synack
float64
0
3.23
ackdat
float64
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2.93
smean
int64
24
1.5k
dmean
int64
0
1.5k
trans_depth
int64
0
131
response_body_len
int64
0
5.24M
ct_srv_src
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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90
0
200,000.0051
254
0
72,000,000
0
1
0
0.005
0
0
0
255
0
0
0
0
0
0
45
0
0
0
4
6
1
1
1
3
0
0
0
1
3
0
Normal
0
68,899
0.000003
udp
-
INT
2
0
104
0
333,333.3215
254
0
138,666,656
0
0
0
0.003
0
0
0
0
0
0
0
0
0
0
52
0
0
0
1
2
1
1
1
1
0
0
0
2
2
0
Normal
0
68,900
0.000007
udp
-
INT
2
0
104
0
142,857.1409
254
0
59,428,572
0
0
0
0.007
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