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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125.056556
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0
0
1
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69,502
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tcp
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FIN
10
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866
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112.773778
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69,504
0.694927
tcp
http
FIN
10
8
838
1,120
24.463002
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8,691.560547
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77.214111
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1
1
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0
0
1
1
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0
Normal
0
69,505
0.565448
tcp
http
FIN
10
8
862
1,108
30.064657
62
252
10,978.90527
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62.827556
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133
3
1
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0
1
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69,506
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tcp
http
FIN
10
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1,104
27.467467
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10,082.17578
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68.768222
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1
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0
69,507
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tcp
http
FIN
10
8
844
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6,880.71582
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98.181
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1
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0
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69,508
1.245306
tcp
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FIN
10
10
830
1,328
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4,798.820312
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138.367333
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0
0
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Normal
0
69,509
0.517445
tcp
http
FIN
10
8
858
1,182
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11,951.02832
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2,129,850,869
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69,510
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tcp
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FIN
10
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11,951.02832
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tcp
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Normal
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69,512
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tcp
http
FIN
10
8
864
1,116
24.78228
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9,073.230469
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76.219333
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tcp
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Normal
0
69,514
1.135844
tcp
http
FIN
12
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952
1,264
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6,148.731934
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103.258547
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211
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arp
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INT
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arp
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INT
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1
1
Normal
0
69,517
1.43694
tcp
-
FIN
14
12
774
642
17.398083
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4,002.950928
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4
3
107.286459
120.045
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2,580,731,858
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0
0
1
1
1
1
1
1
0
0
0
2
1
0
Normal
0
69,518
1.203023
tcp
http
FIN
10
10
862
1,180
15.793547
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252
5,160.333984
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2
2
133.669222
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3,630,095,059
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0.198372
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1
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3
1
1
1
1
3
0
0
1
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3
0
Normal
0
69,519
0.954283
tcp
http
FIN
10
8
846
1,344
17.814422
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6,388.041992
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2
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105.894111
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3,320,764,809
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3
1
2
1
1
3
0
0
1
1
3
0
Normal
0
69,520
0.423787
tcp
http
FIN
10
8
852
1,096
40.114492
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14,478.97168
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2
47.087444
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1
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Normal
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69,521
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tcp
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FIN
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10
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4,875.419434
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69,522
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tcp
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0
0
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Normal
0
69,523
0.789198
tcp
http
FIN
10
10
866
1,206
24.075074
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7,906.76123
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87.571
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1
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0
0
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1
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Normal
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69,524
0.783616
tcp
http
FIN
10
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830
1,234
21.694299
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87.068444
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0
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6
0
Normal
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69,525
0.900357
tcp
http
FIN
10
10
846
1,204
21.10274
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6,770.647461
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2
99.936111
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1
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0
0
4
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6
0
Normal
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69,526
0.900357
tcp
http
FIN
10
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846
1,204
21.10274
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6,770.647461
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99.936111
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0
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Normal
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69,527
0.805127
tcp
http
FIN
10
8
862
1,320
21.114681
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239
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1
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0
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Normal
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69,528
0.805127
tcp
http
FIN
10
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862
1,320
21.114681
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1
239
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1
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3
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0
0
9
4
6
0
Normal
0
69,529
0.805127
tcp
http
FIN
10
8
862
1,320
21.114681
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252
7,710.584473
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89.352333
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1
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0
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Normal
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69,530
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tcp
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1
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1
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Normal
0
69,531
0.783117
tcp
http
FIN
10
10
864
1,214
24.26202
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7,947.727051
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87.013
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1
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1
1
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1
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0
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Normal
0
69,532
0.512839
tcp
http
FIN
10
8
836
1,102
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56.982111
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69,533
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Normal
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69,534
0.635056
tcp
http
FIN
10
8
848
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26.769292
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Normal
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69,535
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tcp
http
FIN
10
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850
1,096
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69,536
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tcp
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10
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832
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69,537
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tcp
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Normal
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69,538
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tcp
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FIN
10
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Normal
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69,539
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tcp
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FIN
10
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