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
0
3.82
synack
float64
0
3.23
ackdat
float64
0
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
label
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0
1
0
0.009
0
0
0
255
0
0
0
0
0
0
45
0
0
0
16
6
7
1
1
16
0
0
0
7
16
0
Normal
0
69,096
0.664096
tcp
http
FIN
10
8
856
1,196
25.598709
62
252
9,287.813477
12,612.63477
2
2
73.788444
86.567711
3,865.686173
153.105437
255
771,623,422
200,880,764
255
0.14372
0.057069
0.086651
86
150
1
177
1
1
1
1
1
1
0
0
1
1
1
0
Normal
0
69,097
0.000004
tcp
-
REQ
2
0
90
0
250,000.0006
254
0
90,000,000
0
1
0
0.004
0
0
0
255
0
0
0
0
0
0
45
0
0
0
16
6
5
1
1
16
0
0
0
5
16
0
Normal
0
69,098
0.000007
tcp
-
REQ
2
0
90
0
142,857.1409
254
0
51,428,572
0
1
0
0.007
0
0
0
255
0
0
0
0
0
0
45
0
0
0
8
6
4
1
1
7
0
0
0
4
7
0
Normal
0
69,099
0.000005
tcp
-
REQ
2
0
90
0
200,000.0051
254
0
72,000,000
0
1
0
0.005
0
0
0
99
0
0
0
0
0
0
45
0
0
0
8
6
4
1
1
7
0
0
0
4
7
0
Normal
0
69,100
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
16
6
5
1
1
16
0
0
0
5
16
0
Normal
0