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
163.666027
19,730
21,847
0
0
2
1
1
0
0
440
26
0.016803
0.291712
normal
0
68.833021
13,322
16,242
0
0
3
2
1
0
0
280
72
0.110511
0.075983
normal
0
74.793207
4,404
27,900
0
0
1
1
1
0
0
377
29
0.160486
0.276769
normal
0
6.008172
9,600,818
8,897
0
1
4
1
1
0
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239
50
0.519012
0.961073
dos
1
71.186995
38,300
20,264
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1
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2
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59
90
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normal
0
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35,718
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159
29
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normal
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527.737682
22,107
52,041
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1
4
0
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258
91
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0.222205
normal
0
17.208085
44,397
42,489
4
1
0
2
1
5
1
348
76
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u2r
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293
26
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normal
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normal
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160
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normal
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2
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1
1
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327
49
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u2r
1
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2
1
2
0
1
0
0
63
4
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dos
1
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381
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normal
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748
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0
0
3
1
1
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138
48
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normal
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0
0
1
2
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307
97
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normal
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2,923
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0
4
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378
94
0.136128
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normal
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252
33
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normal
0
0.670736
15,681
10,798
4
1
18
0
1
0
0
260
90
0.075144
0.023178
probe
1
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40,411
12,225
0
2
2
1
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0
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467
20
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normal
0
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5,896,004
65,880
3
0
3
2
1
0
0
461
58
0.641128
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dos
1
68.221508
44,994
18,810
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3
0
1
0
0
223
59
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normal
0
15.730441
1,404,930
99,538
2
0
0
2
0
0
0
164
77
0.938228
0.55664
dos
1
8.548243
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2
2
1
0
1
0
0
479
64
0.508747
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dos
1
101.463994
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1
1
0
0
0
343
66
0.01069
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normal
0
77.9993
22,098
47,030
0
1
3
2
1
0
0
159
56
0.04586
0.821944
normal
0
24.882831
7,185
74,891
0
0
2
0
1
0
0
446
71
0.115558
0.245318
normal
0
139.829032
46,900
44,159
0
2
4
1
1
0
0
16
67
0.130983
0.663061
normal
0
36.163147
16,750
21,412
0
1
0
0
1
0
0
56
55
0.0417
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normal
0
32.415373
7,417
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0
1
3
2
0
0
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125
53
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normal
0
13.121607
29,586
97,942
0
2
3
2
1
5
1
470
51
0.148176
0.928063
u2r
1
112.747384
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0
0
1
2
0
0
0
9
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normal
0
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2
0
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213
36
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dos
1
15.240233
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normal
0
16.222613
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4
2
3
2
1
0
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178
76
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dos
1
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3
2
1
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1
20
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normal
0
23.185684
10,576
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1
1
24
2
1
0
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46
41
0.000606
0.3256
probe
1
59.372345
44,718
20,735
0
2
3
2
1
0
0
79
33
0.048157
0.502246
normal
0
122.734084
7,517
44,066
0
2
3
0
1
0
0
135
60
0.147255
0.062385
normal
0
38.889479
2,737
12,877
0
2
1
2
1
0
0
302
63
0.078436
0.675136
normal
0
185.993494
47,993
61,762
0
0
2
1
0
0
0
283
83
0.089264
0.444644
normal
0
76.534822
5,670
61,892
0
1
4
2
0
0
0
97
72
0.086006
0.065119
normal
0
287.542481
21,333
94,015
0
1
0
0
1
0
0
402
2
0.146621
0.435334
normal
0
8.2094
38,918
43,868
0
0
4
2
1
0
0
326
63
0.074479
0.146116
normal
0
0.465445
26,121
47,632
1
2
21
2
0
0
0
152
73
0.145825
0.842006
probe
1
145.438155
22,429
39,634
0
0
2
0
1
0
0
26
33
0.182133
0.51676
normal
0
91.667242
32,779
71,394
0
1
1
0
0
0
0
264
28
0.027909
0.57492
normal
0
14.850951
7,570,418
25,927
4
0
1
2
1
0
0
40
4
0.661592
0.355472
dos
1
358.772017
12,692
56,292
0
1
0
2
1
0
0
199
95
0.0675
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normal
0
35.419758
28,100
85,410
0
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2
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1
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290
50
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normal
0
28.671969
12,991
28,563
0
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0
350
20
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0.777068
normal
0
10.850862
48,010
21,328
0
1
1
14
0
0
0
243
90
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r2l
1
1.719116
33,877
52,012
2
1
5
0
1
0
0
187
78
0.157887
0.552186
probe
1
23.451136
45,600
61,516
0
0
27
2
1
0
0
213
42
0.040998
0.174752
probe
1
49.967743
7,879
6,723
0
0
2
2
0
0
0
460
66
0.070099
0.846413
normal
0
3.444673
5,509,251
66,609
1
0
0
1
1
0
0
399
57
0.943265
0.676067
dos
1
76.563167
40,008
59,833
0
0
1
1
1
0
0
340
4
0.166707
0.128391
normal
0
50.151428
19,132
74,397
0
1
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2
1
0
0
354
17
0.005726
0.424607
normal
0
245.980139
7,924
30,465
0
2
3
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1
0
0
108
68
0.05809
0.482448
normal
0
190.550146
15,068
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0
1
1
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1
0
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12
51
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normal
0
60.692122
45,479
33,144
0
2
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1
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0
390
4
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0.615288
normal
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0.019488
38,253
82,355
0
1
4
1
1
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41
10
0.06841
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normal
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231.197399
49,112
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2
4
2
1
0
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355
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normal
0
13.277348
29,857
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1
2
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412
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normal
0
8.294657
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54,543
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2
3
0
1
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153
35
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dos
1
16.530078
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1
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487
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normal
0
16.088946
6,160,396
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3
1
1
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373
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dos
1
162.393011
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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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dos
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normal
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normal
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probe
1
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1
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normal
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130
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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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3
2
1
1
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u2r
1
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1
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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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dos
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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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normal
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probe
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normal
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r2l
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normal
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