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
int64
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1
80,301
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tcp
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FIN
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62
252
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10,132.5459
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0
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80,302
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tcp
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FIN
10
8
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1,072
20.74709
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7,068.655762
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91.043556
100.681141
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80,304
0.888025
tcp
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FIN
10
8
808
1,090
19.143605
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6,558.374023
8,594.352539
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98.556333
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80,305
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tcp
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FIN
10
8
830
1,078
19.998635
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7,030.108398
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94.450889
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80,306
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tcp
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FIN
10
8
830
1,078
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7,030.108398
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94.450889
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80,307
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tcp
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FIN
10
8
810
1,084
25.545125
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8,763.480469
11,408.15234
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73.846
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0.147216
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2,516
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45,254.29297
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40.831333
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80,309
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tcp
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FIN
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810
1,392
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80,311
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tcp
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FIN
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6,621.935547
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97.335
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80,312
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tcp
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FIN
10
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7,549.973145
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87.947333
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tcp
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FIN
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135.052
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80,314
0.899487
tcp
http
FIN
10
10
804
1,174
21.123151
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6,439.225586
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99.943
90.444555
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2,464,653,233
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tcp
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FIN
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2,546.720215
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163.285333
195.876281
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1
1
1
1
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Normal
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80,316
1.689764
tcp
http
FIN
12
10
916
1,384
12.427771
62
252
3,976.886719
5,899.04834
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2
153.614903
178.130891
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1,371,053,459
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1
178
6
1
4
4
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0
0
16
4
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0
Normal
0
80,317
1.689764
tcp
http
FIN
12
10
916
1,384
12.427771
62
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3,976.886719
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153.614903
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1
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0
0
16
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0
Normal
0
80,318
1.689764
tcp
http
FIN
12
10
916
1,384
12.427771
62
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3,976.886719
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153.614903
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tcp
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FIN
10
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2,516
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13.123288
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252
13,987.88086
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143.811222
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1
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80,320
1.689764
tcp
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FIN
12
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12.427771
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3,976.886719
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80,322
0.815378
tcp
http
FIN
10
8
836
1,094
20.849225
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7,387.984375
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90.580667
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80,323
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tcp
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FIN
10
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836
1,094
20.849225
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tcp
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tcp
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80,328
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tcp
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10
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814
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80,332
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tcp
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10
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80,335
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tcp
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