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
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tcp
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tcp
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12
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tcp
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41.919
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tcp
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12
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43.193181
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2,031,105,073
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76,805
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tcp
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12
696
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60.543524
254
252
13,435.39746
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34.535637
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2
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tcp
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12
696
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7,864.382324
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59.000181
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101.876703
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3,461,428,448
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tcp
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FIN
12
12
586
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252
11,854.56152
13,793.59766
3
4
33.00609
31.357182
1,831.124371
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2,155,487,860
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arp
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INT
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60,000.712
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1
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76,809
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arp
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INT
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0
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60,000.712
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arp
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INT
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60,000.76
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arp
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INT
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60,000.764
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tcp
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tcp
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FIN
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48.251778
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104.292148
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3,797,004,467
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tcp
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FIN
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tcp
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FIN
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534
268
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tcp
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FIN
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268
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tcp
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FIN
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534
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9,298.683594
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1
42.185333
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76,818
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tcp
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FIN
10
6
534
268
37.113462
254
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9,520.839844
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37.319333
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tcp
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FIN
10
6
534
268
30.735501
254
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50.743556
76.184398
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524,637,811
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1
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1
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Normal
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tcp
-
FIN
10
6
534
268
32.57626
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51.049444
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Normal
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76,821
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tcp
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FIN
10
6
534
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50.743556
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tcp
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FIN
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30.013913
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60.249
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tcp
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FIN
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534
268
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tcp
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FIN
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534
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30.467042
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60.379889
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tcp
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FIN
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51.818222
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tcp
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FIN
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tcp
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tcp
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tcp
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1
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tcp
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534
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