Datasets:
Che237
/
cyberforge-datasets

Dataset card Data Studio Files
xet
Community
1
duration
float64
src_bytes
int64
dst_bytes
int64
wrong_fragment
int64
urgent
int64
hot
int64
num_failed_logins
int64
logged_in
int64
num_compromised
int64
root_shell
int64
count
int64
srv_count
int64
serror_rate
float64
same_srv_rate
float64
attack_type
string
is_attack
int64
152.883147
20,737
66,308
0
2
2
2
0
0
0
418
49
0.1418
0.48254
normal
0
1.756756
2,645,622
723
4
0
4
1
0
0
0
27
66
0.572102
0.104478
dos
1
199.487436
41,003
17,602
0
1
4
2
1
0
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317
4
0.167625
0.833377
normal
0
4.183458
4,314,763
29,302
2
2
4
0
1
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313
8
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dos
1
201.700033
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237
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normal
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normal
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93.40981
27,921
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427
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0.676722
normal
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3
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480
28
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dos
1
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normal
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1
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r2l
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normal
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normal
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normal
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normal
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491
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normal
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30,359
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3
1
1
5
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195
91
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u2r
1
8.132963
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257
20
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r2l
1
18.500166
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412
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probe
1
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1
11
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26
42
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probe
1
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24,848
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normal
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26.605075
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411
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normal
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38.981518
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4
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28
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266
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probe
1
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375
88
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normal
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9.060089
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1
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3
5
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443
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r2l
1
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34
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normal
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82
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normal
0
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4
1
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0
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216
38
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dos
1
3.514061
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288
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r2l
1
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normal
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dos
1
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normal
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normal
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dos
1
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normal
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174.992896
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129
65
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normal
0
23.362626
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0
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3
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493
60
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0.612899
normal
0
49.088025
28,283
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0
2
1
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1
0
0
66
53
0.084731
0.45081
normal
0
102.397699
20,661
35,923
0
2
2
2
1
0
0
143
33
0.151682
0.876766
normal
0
207.761387
33,470
51,875
0
0
4
1
1
0
0
456
97
0.006655
0.801207
normal
0
108.019139
20,239
26,576
0
0
2
2
1
0
0
269
30
0.005427
0.801912
normal
0
11.479743
47,131
53,420
0
2
2
10
0
0
0
154
14
0.058843
0.629667
r2l
1
64.235809
32,389
71,561
0
0
3
0
1
0
0
418
40
0.055372
0.541346
normal
0
1.34609
8,766,846
71,597
3
1
2
0
1
0
0
88
83
0.612875
0.261499
dos
1
391.106378
48,489
4,240
0
2
1
1
0
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117
54
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0.146513
normal
0
16.663156
22,804
14,880
0
1
0
0
0
0
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1
71
0.137258
0.377204
normal
0
261.621002
47,859
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0
1
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2
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5
21
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normal
0
73.890623
38,202
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0
1
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425
82
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normal
0
103.063041
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169
50
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normal
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210.26611
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53
53
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normal
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52.704677
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147
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normal
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460
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normal
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74.90444
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normal
0
1.928689
1,183
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0
2
3
1
1
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57
42
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0.313163
normal
0
68.650167
3,646
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2
1
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386
16
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normal
0
3.517183
41,099
60,544
3
2
2
9
0
0
0
328
48
0.137273
0.96986
r2l
1
263.045301
46,525
74,410
0
2
2
0
0
0
0
376
27
0.155306
0.28462
normal
0
9.182509
34,218
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0
1
2
1
1
0
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491
56
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normal
0
61.492853
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1
1
1
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266
44
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normal
0
10.281358
14,240
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4
1
26
0
1
0
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221
19
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probe
1
231.299156
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4
2
1
0
0
343
79
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normal
0
8.06889
390,403
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2
2
1
2
1
0
0
283
33
0.518063
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dos
1
89.004092
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1
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367
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normal
0
16.200765
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43,103
2
0
1
7
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317
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r2l
1
15.329154
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1
1
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293
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dos
1
0.218264
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probe
1
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normal
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normal
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normal
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normal
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1
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probe
1
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normal
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normal
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normal
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normal
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115
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normal
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dos
1
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normal
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normal
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normal
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normal
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normal
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normal
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r2l
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1
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probe
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normal
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1
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r2l
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