Datasets:
Mouwiya
/
UNSW-NB15-small

Dataset card Viewer Files Community
id
int64
1
175k
dur
float64
0
60
proto
stringclasses
133 values
service
stringclasses
13 values
state
stringclasses
9 values
spkts
int64
1
9.62k
dpkts
int64
0
11k
sbytes
int64
28
13M
dbytes
int64
0
14.7M
rate
float64
0
1M
sttl
int64
0
255
dttl
int64
0
254
sload
float64
0
5.99B
dload
float64
0
22.4M
sloss
int64
0
4.8k
dloss
int64
0
5.48k
sinpkt
float64
0
84.4k
dinpkt
float64
0
56.7k
sjit
float64
0
1.46M
djit
float64
0
289k
swin
int64
0
255
stcpb
int64
0
4.29B
dtcpb
int64
0
4.29B
dwin
int64
0
255
tcprtt
float64
0
2.52
synack
float64
0
2.1
ackdat
float64
0
1.52
smean
int64
28
1.5k
dmean
int64
0
1.46k
trans_depth
int64
0
172
response_body_len
int64
0
6.56M
ct_srv_src
int64
1
63
ct_state_ttl
int64
0
6
ct_dst_ltm
int64
1
51
ct_src_dport_ltm
int64
1
51
ct_dst_sport_ltm
int64
1
46
ct_dst_src_ltm
int64
1
65
is_ftp_login
int64
0
4
ct_ftp_cmd
int64
0
4
ct_flw_http_mthd
int64
0
30
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
int64
0
1
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udp
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Generic
1
174,905
0.978694
tcp
smtp
FIN
20
20
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39.849022
62
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19,544.41211
12,473.76563
7
8
51.510211
50.249789
2,444.241471
55.054805
255
1,352,727,845
3,039,543,159
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126
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Generic
1
174,910
0.221806
tcp
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FIN
10
6
876
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67.626663
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252
28,457.30078
8,079.131836
2
1
22.727556
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1,443,037,607
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88
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174,911
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udp
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INT
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udp
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Generic
1
174,917
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tcp
-
FIN
24
18
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19,816.9375
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103.046525
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233,229,601
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133
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Exploits
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udp
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udp
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udp
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Generic
1
174,923
0.483037
tcp
http
FIN
10
10
744
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39.334461
62
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11,096.45898
62,637.02344
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53.640444
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74
420
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Exploits
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udp
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udp
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udp
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udp
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udp
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udp
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udp
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udp
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0.000009
udp
dns
INT
2
0
114
0
111,111.1072
254
0
50,666,664
0
0
0
0.009
0
0
0
0
0
0
0
0
0
0
57
0
0
0
23
2
17
17
17
23
0
0
0
17
23
0
Generic
1