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
195.812751
23,770
34,782
0
0
4
2
1
0
0
300
74
0.073845
0.367032
normal
0
35.814186
36,154
23,509
0
1
1
1
0
0
0
329
94
0.04599
0.434698
normal
0
283.019966
7,589
59,920
0
0
0
0
0
0
0
307
50
0.038478
0.545051
normal
0
6.91957
1,664,460
18,011
4
2
3
0
1
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443
60
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0.327551
dos
1
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332
84
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r2l
1
1.165577
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33
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probe
1
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22
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dos
1
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normal
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normal
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r2l
1
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normal
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1
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128
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dos
1
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normal
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2
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u2r
1
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normal
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0
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19
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normal
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37,545
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86
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normal
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64,992
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321
13
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normal
0
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29,043
71,907
0
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1
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183
78
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normal
0
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95
60
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0.066683
normal
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13.787638
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0
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1
1
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334
11
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0.638265
dos
1
2.505968
25,246
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3
1
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16
1
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289
15
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r2l
1
219.02717
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1
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157
90
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normal
0
39.564698
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0
2
1
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0
0
0
203
43
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normal
0
30.824614
30,417
41,355
0
2
21
1
0
0
0
485
90
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probe
1
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39,137
93,258
0
2
4
2
0
0
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448
46
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normal
0
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12,859
82,747
0
2
0
0
1
0
0
494
69
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normal
0
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38,910
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0
2
1
1
0
0
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149
18
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0.618575
normal
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65
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normal
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2
2
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326
2
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normal
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14,805
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2
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17
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3
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r2l
1
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39
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normal
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64
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normal
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80
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normal
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487
34
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normal
0
307.414235
49,316
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0
2
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274
81
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0.281776
normal
0
17.595075
4,719,418
53,738
0
2
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2
0
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443
85
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0.443686
dos
1
1.786983
6,228,593
87,646
1
2
4
1
0
0
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58
29
0.603626
0.54919
dos
1
172.321439
4,337
51,200
0
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1
0
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494
20
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0.357894
normal
0
3.177943
16,434
38,247
3
2
21
0
1
0
0
2
95
0.096978
0.771978
probe
1
0.843274
9,765,034
51,826
1
2
4
1
1
0
0
486
71
0.90885
0.462974
dos
1
10.695069
2,812,656
11,600
0
1
3
1
1
0
0
340
81
0.890889
0.850708
dos
1
25.339967
39,228
24,104
0
2
0
1
0
0
0
386
16
0.108687
0.438919
normal
0
15.664557
15,426
59,578
0
1
4
0
0
0
0
50
89
0.116186
0.582891
normal
0
20.39421
48,813
94,133
0
0
1
1
1
0
0
253
34
0.140213
0.558654
normal
0
6.526204
5,512
19,994
0
1
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0
0
131
23
0.134868
0.101067
normal
0
219.329011
9,449
77,772
0
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3
1
0
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0
423
43
0.056554
0.481794
normal
0
267.376196
39,295
12,839
0
2
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2
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338
36
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normal
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2.394219
32,969
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3
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11
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probe
1
0.820586
33,244
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1
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30
11
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probe
1
3.242101
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2
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9
1
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215
2
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probe
1
231.946501
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0
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4
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1
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441
92
0.116208
0.646165
normal
0
70.595193
15,472
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0
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2
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137
96
0.030518
0.380419
normal
0
6.952693
43,117
78,159
0
2
1
2
1
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3
70
0.061065
0.651129
normal
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15.23505
36,531
20,257
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474
86
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normal
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36.958139
46,346
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148
47
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normal
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428
80
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normal
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37.004012
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23
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normal
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6.247917
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1
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1
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178
13
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dos
1
26.922362
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normal
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225
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dos
1
517.946404
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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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probe
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normal
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dos
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r2l
1
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dos
1
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normal
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probe
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u2r
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