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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1
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tcp
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634
682
11.957115
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tcp
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tcp
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FIN
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6
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177.461889
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tcp
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udp
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tcp
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124.385778
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udp
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INT
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142,857.1409
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tcp
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tcp
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FIN
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332.413556
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tcp
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112.776222
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udp
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tcp
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FIN
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3,327.275391
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1
211.038111
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tcp
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udp
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INT
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76,923.07779
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udp
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tcp
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FIN
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119.457667
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udp
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udp
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FIN
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236.871556
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tcp
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tcp
-
FIN
10
8
852
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9.660732
254
252
3,486.956055
1,409.330322
2
1
195.517444
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12,223.43009
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255
2,174,597,111
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85
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1
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0
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Normal
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78,792
2.136905
tcp
-
FIN
16
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764
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254
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8,150.10498
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142.460327
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255
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145
55
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1
1
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0
0
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3
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Normal
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78,793
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tcp
ftp
FIN
12
12
762
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17.07047
254
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4,150.351074
3,716.909424
3
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122.486915
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812,296,075
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64
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1
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Normal
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78,794
0.000005
udp
-
INT
2
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1,064
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200,000.0051
254
0
851,200,000
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0
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0.005
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0
532
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2
2
2
2
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0
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2
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Normal
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78,795
0.000005
udp
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INT
2
0
1,064
0
200,000.0051
254
0
851,200,000
0
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0
0.005
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532
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2
2
2
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0
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Normal
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78,796
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tcp
-
FIN
10
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850
354
21.150277
254
252
7,614.099609
3,085.452148
2
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86.678444
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5,089.887138
169.631594
255
3,165,572,945
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0.150449
0.069804
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85
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0
0
5
1
4
3
3
4
0
0
0
4
8
0
Normal
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78,797
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tcp
ftp
FIN
12
12
698
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17.187665
254
252
3,826.123779
3,742.427246
3
4
121.651724
110.459
6,445.143325
166.884828
255
2,639,366,380
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255
0.279838
0.122352
0.157486
58
57
0
0
1
1
1
1
1
1
0
0
0
2
1
0
Normal
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78,798
2.310208
tcp
-
FIN
14
14
1,874
764
11.687259
254
252
6,028.894043
2,458.653076
4
4
177.708308
171.011609
11,423.11891
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255
3,661,033,430
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255
0.142865
0.086734
0.056131
134
55
0
0
1
1
1
1
1
1
0
0
0
2
1
0
Normal
0
78,799
0.803772
tcp
-
FIN
10
8
850
354
21.150277
254
252
7,614.099609
3,085.452148
2
1
86.678444
104.852
5,089.887138
169.631594
255
3,165,572,945
158,367,699
255
0.150449
0.069804
0.080645
85
44
0
0
5
1
4
3
3
4
0
0
0
4
8
0
Normal
0
78,800
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tcp
-
FIN
10
8
850
354
21.150277
254
252
7,614.099609
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86.678444
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169.631594
255
3,165,572,945
158,367,699
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0.150449
0.069804
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85
44
0
0
5
1
4
3
3
4
0
0
0
4
8
0
Normal
0