Datasets:
Mouwiya
/
UNSW-NB15

Dataset card Viewer Files Community
1
srcip
stringclasses
43 values
sport
stringlengths
1
6
dstip
stringclasses
47 values
dsport
stringlengths
1
10
proto
stringclasses
135 values
state
stringclasses
16 values
dur
float64
0
8.79k
sbytes
int64
0
14.4M
dbytes
int64
0
14.7M
sttl
int64
0
255
dttl
int64
0
254
sloss
int64
0
5.32k
dloss
int64
0
5.51k
service
stringclasses
13 values
Sload
float64
0
5.6B
Dload
float64
0
129M
Spkts
int64
0
10.6k
Dpkts
int64
0
11k
swin
int64
0
255
dwin
int64
0
255
stcpb
int64
0
4.29B
dtcpb
int64
0
4.29B
smeansz
int64
0
1.5k
dmeansz
int64
0
1.5k
trans_depth
int64
0
172
res_bdy_len
int64
0
5.24M
Sjit
float64
0
1.46M
Djit
float64
0
781k
Stime
int64
1.42B
1.42B
Ltime
int64
1.42B
1.42B
Sintpkt
float64
0
84.4k
Dintpkt
float64
0
59.5k
tcprtt
float64
0
10
synack
float64
0
4.53
ackdat
float64
0
5.51
is_sm_ips_ports
int64
0
1
ct_state_ttl
int64
0
6
ct_flw_http_mthd
float64
0
36
⌀
is_ftp_login
float64
0
4
⌀
ct_ftp_cmd
stringclasses
9 values
ct_srv_src
int64
1
63
ct_srv_dst
int64
1
63
ct_dst_ltm
int64
1
60
ct_src_ltm
int64
1
60
ct_src_dport_ltm
int64
1
60
ct_dst_sport_ltm
int64
1
60
ct_dst_src_ltm
int64
1
63
attack_cat
stringclasses
13 values
label
int64
0
1
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149.171.126.6
53
udp
CON
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dns
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0
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149.171.126.9
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udp
CON
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-
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null
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149.171.126.7
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udp
CON
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dns
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149.171.126.5
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udp
CON
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dns
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null
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udp
CON
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dns
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null
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149.171.126.9
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udp
CON
0.078339
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-
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142
78
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29.682221
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null
0
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149.171.126.4
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udp
CON
0.001134
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dns
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null
0
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10.40.182.3
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arp
INT
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null
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udp
CON
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dns
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null
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udp
CON
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dns
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null
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10.40.170.2
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10.40.170.2
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arp
INT
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null
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arp
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null
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10.40.182.3
0
10.40.182.3
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arp
INT
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null
0
59.166.0.1
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149.171.126.5
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udp
CON
0.001093
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dns
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null
0
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149.171.126.9
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udp
CON
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null
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149.171.126.6
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udp
CON
0.001749
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null
0
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149.171.126.4
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udp
CON
0.001128
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dns
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149.171.126.9
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udp
CON
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null
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149.171.126.6
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udp
CON
0.004898
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null
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149.171.126.5
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udp
CON
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dns
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null
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udp
INT
0.000021
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Exploits
1
175.45.176.2
23357
149.171.126.16
80
tcp
FIN
0.240139
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25,552
62
252
2
10
http
28,050.42188
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24
255
255
1,708,297,952
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77
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1
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1
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Exploits
1
175.45.176.0
13284
149.171.126.16
80
tcp
FIN
2.39039
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268
254
252
6
1
http
4,233.619141
749.668518
14
6
255
255
3,897,219,059
2,466,816,006
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45
1
0
18,786.7114
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Reconnaissance
1
59.166.0.3
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149.171.126.9
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udp
CON
0.001101
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dns
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149.171.126.8
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udp
CON
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dns
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udp
CON
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dns
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udp
CON
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udp
CON
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dns
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null
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149.171.126.9
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udp
CON
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udp
CON
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dns
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149.171.126.9
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udp
CON
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dns
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149.171.126.1
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udp
CON
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dns
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149.171.126.6
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udp
CON
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149.171.126.8
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udp
CON
0.0011
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dns
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udp
CON
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dns
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149.171.126.8
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udp
CON
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dns
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null
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59.166.0.4
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149.171.126.7
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udp
CON
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dns
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null
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udp
CON
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dns
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