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
60.667911
45,076
64,239
0
0
4
0
1
0
0
454
83
0.100207
0.472877
normal
0
137.304324
7,250
33,123
0
2
4
1
1
0
0
90
17
0.023194
0.620153
normal
0
15.783622
42,652
55,450
0
2
1
2
1
0
0
482
44
0.012498
0.171165
normal
0
0.212063
6,277,168
68,275
4
0
3
1
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169
84
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0.736413
dos
1
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41,625
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56
25
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normal
0
26.759426
42,477
79,926
2
0
4
2
1
8
1
430
80
0.08809
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u2r
1
11.256843
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151
94
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normal
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5.589235
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304
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dos
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normal
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normal
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19
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234
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probe
1
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normal
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normal
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normal
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64
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normal
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normal
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160
18
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normal
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23,996
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148
50
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normal
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137.00967
41,297
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2
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446
91
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normal
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14.288247
49,105
42,642
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2
4
1
1
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136
87
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0.503352
normal
0
22.371304
48,714
30,644
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1
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88
38
0.135269
0.548587
normal
0
28.294829
9,992,203
58,790
1
2
0
1
1
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0
135
31
0.95502
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dos
1
189.99611
22,926
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1
1
1
1
0
0
62
74
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normal
0
52.638315
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0
1
3
0
1
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0
447
90
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normal
0
4.583747
10,224
4,310
1
2
2
9
1
0
0
410
79
0.027177
0.344843
r2l
1
24.343776
27,837
21,382
0
1
0
1
1
0
0
18
83
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normal
0
1.822011
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74,067
3
2
29
1
1
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230
42
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probe
1
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0
1
26
0
0
0
0
495
39
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0.433257
probe
1
5.033816
5,349,261
95,209
4
0
1
2
1
0
0
185
8
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dos
1
33.600227
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1
1
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169
73
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normal
0
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1
2
0
2
1
0
0
183
82
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dos
1
7.280616
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3
1
1
1
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460
62
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dos
1
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2
1
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50
45
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normal
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194.774101
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0
2
2
2
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24
90
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normal
0
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0
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2
1
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0
0
8
68
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normal
0
166.490872
16,383
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0
0
4
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0
0
393
59
0.006337
0.454865
normal
0
242.262598
15,398
52,254
0
0
2
1
1
0
0
9
46
0.074821
0.859768
normal
0
7.575629
452
40,295
0
2
4
1
1
0
0
275
51
0.023296
0.855317
normal
0
141.232847
3,222
79,171
0
1
2
2
0
0
0
54
14
0.162238
0.399274
normal
0
29.483216
5,307
82,087
0
0
1
2
0
0
0
115
96
0.157588
0.142956
normal
0
19.276914
31,041
40,218
0
2
3
1
1
0
0
62
37
0.104978
0.791089
normal
0
91.910066
47,691
88,968
0
1
0
2
1
0
0
128
92
0.062141
0.523469
normal
0
9.62393
18,515
24,412
3
1
25
0
1
0
0
144
31
0.05449
0.33189
probe
1
50.213183
35,794
3,291
0
2
0
1
1
0
0
98
32
0.016549
0.799665
normal
0
3.996164
38,693
67,271
0
2
0
0
0
0
0
193
34
0.06915
0.25017
normal
0
239.365405
4,144
78,190
0
1
0
2
1
0
0
303
86
0.185548
0.083923
normal
0
131.210351
45,256
7,280
0
1
4
2
1
0
0
380
35
0.19759
0.138171
normal
0
8.53108
9,085,495
75,276
2
0
1
0
0
0
0
125
55
0.769516
0.869854
dos
1
5.588521
1,270
94,779
3
1
3
10
0
0
0
495
77
0.037006
0.239591
r2l
1
2.818632
15,605
49,998
0
0
0
1
1
0
0
340
9
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normal
0
14.311383
5,740
43,912
2
0
2
10
0
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0
178
60
0.162784
0.568553
r2l
1
73.926491
37,785
48,052
0
1
2
0
1
0
0
381
84
0.10035
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normal
0
72.82017
21,729
887
0
2
3
1
0
0
0
156
70
0.006965
0.437204
normal
0
23.342735
11,925
22,891
0
1
0
1
0
0
0
28
20
0.103075
0.891675
normal
0
21.620709
26,281
9,503
3
0
29
2
1
0
0
213
24
0.112935
0.634919
probe
1
35.505078
40,174
20,437
0
1
1
2
1
0
0
230
49
0.105912
0.117913
normal
0
86.847729
47,130
35,894
0
1
2
1
1
0
0
203
51
0.177654
0.53852
normal
0
27.835793
7,048,925
11,506
4
2
2
0
0
0
0
344
22
0.581569
0.781604
dos
1
55.367723
5,901
59,544
0
0
4
1
1
0
0
268
88
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0.515132
normal
0
23.258123
48,366
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0
0
2
2
1
0
0
282
23
0.100746
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normal
0
2.819719
24,747
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2
0
27
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1
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230
21
0.044921
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probe
1
55.440203
2,392
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0
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1
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0
188
80
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normal
0
1.62486
15,077
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0
2
2
2
1
0
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137
91
0.134544
0.31736
normal
0
2.856924
42,293
30,033
0
2
4
2
1
0
0
110
89
0.093637
0.996667
normal
0
63.702079
49,445
38,947
0
0
3
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1
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0
324
99
0.050166
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normal
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20.239268
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23,251
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1
2
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1
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0
132
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normal
0
87.957808
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3
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0
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432
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normal
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1
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2
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normal
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430
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normal
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2
2
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probe
1
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1
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2
1
202
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u2r
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154.824218
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3
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1
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348
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normal
0
139.853293
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1
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231
14
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normal
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3
1
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330
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probe
1
24.082122
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2
1
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42
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normal
0
175.635548
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272
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normal
0
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0
1
19
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probe
1
2.021134
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3
1
1
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1
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372
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dos
1
5.77566
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2
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175
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dos
1
16.072419
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1
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dos
1
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164
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normal
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normal
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normal
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normal
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170
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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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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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