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
130.932706
28,926
30,717
0
1
1
1
1
0
0
29
25
0.014938
0.153399
normal
0
4.048335
6,437
49,351
4
0
4
16
1
0
0
349
59
0.127644
0.554894
r2l
1
1.937716
9,811,781
67,241
2
2
0
1
1
0
0
65
18
0.604328
0.450365
dos
1
108.850545
13,887
28,517
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2
2
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465
68
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0.993077
normal
0
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47,888
69,294
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2
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2
1
0
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44
30
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0.651191
normal
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134.159269
31,644
84,763
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2
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1
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128
60
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normal
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324.953869
43,128
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0
0
4
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145
76
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normal
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25,698
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23
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480
28
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probe
1
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39,120
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273
21
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normal
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421
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dos
1
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normal
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58,035
4
2
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17
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267
26
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r2l
1
26.284546
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1
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2
2
1
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156
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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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404
18
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normal
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normal
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13,706
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420
30
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normal
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9,882
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127
9
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normal
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31,015
3,932
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497
47
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normal
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240
63
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normal
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37,696
7,113
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481
64
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normal
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111.768555
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81
58
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normal
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53
85
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normal
0
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273
93
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dos
1
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normal
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2
1
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69
55
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normal
0
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887
0
2
1
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1
0
0
270
34
0.003229
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normal
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2
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398
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normal
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423
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normal
0
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336
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normal
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96
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normal
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22.548071
29,019
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4
1
2
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1
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260
81
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r2l
1
10.765902
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3
2
2
11
1
0
0
394
85
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r2l
1
4.227948
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2
0
3
2
1
0
0
435
90
0.729365
0.147072
dos
1
86.662136
19,041
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0
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1
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1
0
0
24
33
0.197464
0.636925
normal
0
26.887538
13,786
96,254
0
2
2
1
1
0
0
414
37
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0.626751
normal
0
225.076309
37,690
86,538
0
1
2
1
0
0
0
287
92
0.089704
0.688664
normal
0
4.631446
34,046
90,946
0
1
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2
0
0
0
302
28
0.03097
0.843055
normal
0
22.542065
14,522
69,016
0
2
1
2
1
0
0
253
14
0.092529
0.304734
normal
0
139.451578
33,747
20,990
0
2
1
2
1
0
0
280
33
0.125907
0.42067
normal
0
123.573159
17,989
97,113
0
0
2
1
0
0
0
446
91
0.193671
0.838872
normal
0
8.16749
38,165
48,066
4
1
16
1
1
0
0
219
96
0.046723
0.866377
probe
1
6.403185
3,757
41,171
0
2
4
1
0
0
0
416
20
0.10031
0.537708
normal
0
195.247818
10,597
58,270
0
1
3
1
0
0
0
392
12
0.05077
0.331992
normal
0
37.643699
16,756
19,056
0
1
2
0
1
0
0
221
40
0.026667
0.631945
normal
0
21.779962
35,763
69,568
0
0
1
2
0
0
0
208
5
0.158743
0.111631
normal
0
72.579811
35,963
65,369
0
0
4
1
1
0
0
197
94
0.00036
0.646451
normal
0
241.047324
18,090
57,688
0
2
0
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148
39
0.05619
0.757343
normal
0
16.60274
35,315
87,913
4
1
1
3
0
0
0
207
64
0.010853
0.186573
r2l
1
6.165688
2,029,021
55,155
4
0
4
1
1
0
0
399
91
0.884992
0.09103
dos
1
23.409857
27,527
26,277
0
0
1
11
1
0
0
315
86
0.112157
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r2l
1
5.273746
1,424
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4
1
27
1
0
0
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212
9
0.149691
0.824012
probe
1
136.289212
10,349
30,773
0
1
1
0
0
0
0
137
30
0.107692
0.478366
normal
0
6.48422
20,386
78,428
2
1
26
2
1
0
0
28
94
0.143218
0.857398
probe
1
26.03344
23,694
20,230
0
1
2
0
1
0
0
231
95
0.15969
0.185822
normal
0
15.507303
19,606
85,936
0
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3
2
0
0
0
434
6
0.094843
0.239965
normal
0
244.048883
26,830
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1
0
0
44
60
0.092213
0.075658
normal
0
110.549515
18,213
40,492
0
2
0
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1
0
0
71
3
0.031792
0.271979
normal
0
57.622856
38,222
81,845
0
1
2
1
1
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0
151
13
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0.084497
normal
0
85.157934
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280
62
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normal
0
8.751372
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1
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144
9
0.66887
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dos
1
148.294579
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2
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normal
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252.440678
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normal
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55.659523
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123
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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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u2r
1
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dos
1
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normal
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normal
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dos
1
40.713073
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dos
1
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dos
1
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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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probe
1
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normal
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probe
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