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
49.388233
5,284
14,309
0
2
1
0
0
0
0
103
42
0.004734
0.447007
normal
0
72.640238
17,572
10,690
0
2
3
1
1
0
0
29
88
0.081188
0.072639
normal
0
46.252189
33,184
1,167
4
2
3
7
0
0
0
123
91
0.14044
0.177312
r2l
1
155.851004
12,110
30,819
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2
1
2
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434
86
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normal
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6,338
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381
90
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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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dos
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normal
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normal
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normal
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normal
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3
1
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86
22
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normal
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2
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1
1
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112
61
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normal
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0
1
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153
30
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dos
1
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2
21
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94
11
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probe
1
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1
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454
15
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normal
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40,104
73,879
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2
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0
0
0
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377
37
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normal
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19.147575
38,096
19,667
4
1
14
2
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301
17
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probe
1
27.49104
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1
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57
36
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normal
0
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30,951
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285
52
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normal
0
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34,410
72,062
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135
65
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0.403778
normal
0
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32,837
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3
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285
80
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normal
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2
1
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1
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367
60
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normal
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normal
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1
1
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315
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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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306
34
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normal
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21
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normal
0
3.562434
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2
2
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277
34
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dos
1
1.819569
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2
2
2
2
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379
42
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dos
1
148.311726
20,060
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4
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302
13
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normal
0
45.923017
24,319
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0
1
1
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1
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145
59
0.159451
0.418223
normal
0
8.981514
4,972,210
62,586
3
0
0
1
0
0
0
403
78
0.864147
0.024205
dos
1
7.706459
32,133
58,450
0
0
2
2
1
0
0
345
33
0.170319
0.507343
normal
0
46.955846
21,363
5,228
0
2
2
0
1
0
0
353
58
0.129287
0.408733
normal
0
40.863524
23,689
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0
0
1
1
1
0
0
29
24
0.154152
0.086697
normal
0
498.453463
34,006
42,435
0
2
1
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1
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0
473
64
0.023915
0.552335
normal
0
423.699131
9,652
4,997
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2
1
0
0
181
35
0.115079
0.492986
normal
0
21.047903
14,894
64,739
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1
1
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432
15
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normal
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99.410893
36,058
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1
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350
81
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normal
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1.277037
24,731
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1
20
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7
21
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probe
1
2.377691
2,023,206
51,134
1
1
3
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1
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254
62
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dos
1
1.889698
44,251
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290
55
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probe
1
0.695952
45,205
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1
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1
8
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413
67
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r2l
1
60.281299
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3
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0
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169
65
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normal
0
13.444757
31,192
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0
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249
78
0.168005
0.438258
normal
0
24.180413
10,251
18,429
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1
4
2
1
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137
93
0.035519
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normal
0
1.041289
30,157
59,323
0
1
28
2
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49
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0.666954
probe
1
71.522361
43,189
59,665
0
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0
1
0
0
97
7
0.093938
0.446768
normal
0
3.659431
37,845
96,061
3
0
3
2
1
4
1
229
81
0.193587
0.58486
u2r
1
60.699111
23,188
12,019
0
1
0
1
1
0
0
178
89
0.007025
0.359777
normal
0
3.649359
3,774,908
92,844
3
0
0
2
1
0
0
5
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dos
1
39.56069
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1
1
1
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165
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normal
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7.291117
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normal
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0.836254
490,979
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335
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dos
1
22.158536
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normal
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dos
1
43.00936
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161
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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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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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1
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probe
1
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normal
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r2l
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dos
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