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
72.033089
20,465
29,548
0
1
1
0
0
0
0
383
62
0.188965
0.920355
normal
0
1.659234
43,159
56,216
0
1
1
12
1
0
0
365
16
0.10741
0.204252
r2l
1
18.629786
18,229
95,873
4
1
0
13
1
0
0
20
55
0.19927
0.627655
r2l
1
118.984155
29,084
56,293
0
0
0
2
1
0
0
245
89
0.162354
0.846255
normal
0
122.826848
46,458
25,490
0
0
1
1
0
0
0
223
43
0.063992
0.3642
normal
0
2.884441
12,775
58,455
0
0
29
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1
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187
91
0.123834
0.448455
probe
1
13.238116
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3
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2
13
1
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108
23
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r2l
1
246.602682
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4
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357
18
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normal
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18,550
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1
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2
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369
13
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normal
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14,756
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249
67
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normal
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33,733
0
1
1
1
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81
29
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normal
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0
0
4
0
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normal
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1
2
4
0
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379
94
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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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0
1
4
2
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69
38
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normal
0
262.607008
33,854
13,007
0
2
2
2
1
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0
38
5
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normal
0
83.575218
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66,567
0
2
0
0
1
0
0
489
26
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0.197291
normal
0
232.208865
20,056
57,997
0
1
4
0
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0
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19
77
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0.902795
normal
0
232.298475
23,782
85,715
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1
3
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367
18
0.197897
0.59134
normal
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288.504637
30,973
3,867
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4
1
1
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265
59
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normal
0
2.431759
35,468
80,773
3
0
1
18
1
0
0
115
16
0.166396
0.095961
r2l
1
0.328652
48,548
7,581
0
1
4
1
1
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146
92
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normal
0
271.832619
35,037
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0
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1
2
1
0
0
438
14
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normal
0
14.78731
18,263
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0
2
3
1
1
0
0
165
66
0.049237
0.945172
normal
0
9.452928
17,240
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3
2
3
1
0
6
0
125
43
0.199701
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u2r
1
5.698158
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0
1
2
1
1
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64
70
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normal
0
42.911691
23,837
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0
2
4
1
1
0
0
55
69
0.01259
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normal
0
3.360992
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3
0
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112
79
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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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2
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497
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normal
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141.407372
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2
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131
89
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normal
0
0.622647
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0
1
2
2
1
0
0
397
40
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dos
1
24.53012
27,703
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0
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1
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0
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76
26
0.152561
0.438195
normal
0
0.35626
2,614,715
86,742
1
0
3
1
0
0
0
110
22
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dos
1
36.203187
24,838
62,250
0
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2
1
1
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0
125
11
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0.523244
normal
0
0.231884
3,863,822
53,576
0
1
3
2
1
0
0
261
11
0.914341
0.808518
dos
1
63.77607
12,938
15,171
0
1
3
0
1
0
0
208
50
0.045051
0.382712
normal
0
41.082127
8,422
60,714
0
1
1
2
0
0
0
107
62
0.14989
0.500057
normal
0
46.890688
19,651
5,927
0
0
3
0
0
0
0
435
85
0.199488
0.742984
normal
0
9.091927
44,115
35,185
0
0
1
17
0
0
0
275
45
0.061436
0.413941
r2l
1
359.01821
10,609
65,794
0
1
2
1
0
0
0
457
89
0.049597
0.882286
normal
0
26.526455
38,668
80,099
0
2
0
2
1
0
0
190
48
0.124728
0.832806
normal
0
170.408689
44,011
49,296
0
0
1
1
1
0
0
283
51
0.125385
0.160069
normal
0
123.172378
37,750
85,030
0
1
0
2
0
0
0
330
26
0.176869
0.627624
normal
0
0.558558
27,088
49,860
0
2
2
0
0
0
0
409
92
0.048111
0.480777
normal
0
498.734143
34,801
73,973
0
1
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2
1
0
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310
13
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0.485071
normal
0
141.238938
19,989
53,580
0
2
4
0
1
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45
23
0.071645
0.160271
normal
0
114.711869
3,079
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0
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4
2
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268
82
0.10848
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normal
0
51.973975
1,446
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0
2
2
2
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265
96
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normal
0
81.013748
12,092
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3
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0
27
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0.142997
0.631895
normal
0
2.158726
6,193,943
72,711
1
0
3
1
0
0
0
54
31
0.965
0.781574
dos
1
3.612824
31,027
42,347
0
2
1
0
0
0
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102
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0.46267
normal
0
180.802092
24,720
77,251
0
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4
2
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0
154
69
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0.480858
normal
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226.803386
446
42,694
0
2
1
1
1
0
0
289
54
0.066297
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normal
0
11.380419
45,869
251
0
2
2
16
1
0
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412
77
0.170869
0.742414
r2l
1
7.940019
20,277
96,239
2
0
0
10
0
0
0
145
25
0.054457
0.285447
r2l
1
1.857972
788,717
19,327
2
0
4
1
1
0
0
494
73
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dos
1
19.647119
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3
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19
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normal
0
54.788526
43,476
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1
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1
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345
38
0.128605
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normal
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54.949355
29,129
85,233
0
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296
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normal
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142.696744
5,100
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298
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normal
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307
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normal
0
22.853257
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2
1
2
1
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116
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dos
1
9.93938
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1
19
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447
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probe
1
13.502234
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8,961
1
1
3
1
1
0
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46
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dos
1
154.267029
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2
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normal
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1
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313
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normal
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194.882534
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117
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normal
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2
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dos
1
55.358856
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normal
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normal
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81
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normal
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461
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normal
0
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dos
1
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220
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normal
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31
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1
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normal
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normal
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12.82474
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dos
1
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356
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u2r
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normal
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normal
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normal
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probe
1
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normal
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418
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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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probe
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normal
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normal
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