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
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tcp
FIN
0.249003
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2
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http
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36,722.44922
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Exploits
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INT
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Reconnaissance
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FIN
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http
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Exploits
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udp
CON
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udp
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udp
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udp
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FIN
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tcp
FIN
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http
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udp
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null
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udp
CON
0.001085
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dns
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1
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null
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30003
149.171.126.14
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tcp
FIN
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132,728
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56
-
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116
255
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2,340,965,388
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0
1,600.718758
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1
1
1
1
1
1
Exploits
1
59.166.0.2
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149.171.126.1
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udp
CON
0.004814
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312
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0
0
-
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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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null
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udp
CON
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null
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udp
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null
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udp
CON
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null
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udp
CON
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udp
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tcp
FIN
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1
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1
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1
Reconnaissance
1
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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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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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udp
CON
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dns
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null
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tcp
FIN
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1
1
1
1
1
Reconnaissance
1
175.45.176.1
12940
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80
tcp
FIN
0.268272
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252
2
2
http
23,588
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255
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125
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1
1
1
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1
DoS
1
59.166.0.2
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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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