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
116.078327
5,552
9,719
0
2
4
0
1
0
0
198
53
0.128199
0.001533
normal
0
20.793575
21,323
6,149
4
0
3
10
1
0
0
255
58
0.075626
0.322114
r2l
1
14.550987
7,693
94,791
3
2
11
1
0
0
0
378
37
0.170963
0.693603
probe
1
4.496972
14,730
55,968
3
1
5
0
1
0
0
103
30
0.116202
0.66111
probe
1
13.247273
31,461
45,279
1
2
0
1
1
6
1
462
82
0.06953
0.263503
u2r
1
14.513509
49,536
1,901
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1
3
0
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0
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388
29
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normal
0
108.959999
42,400
18,787
0
2
0
1
1
0
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276
89
0.030457
0.355428
normal
0
7.599936
5,213,770
84,905
3
1
0
0
1
0
0
1
73
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dos
1
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60
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normal
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36
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normal
0
10.261614
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25,121
3
1
4
1
1
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359
99
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dos
1
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normal
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0
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3
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173
33
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normal
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normal
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50
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normal
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normal
0
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308
39
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normal
0
7.524837
43,328
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2
1
20
2
0
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11
9
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probe
1
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0
4
2
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0
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368
2
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normal
0
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35,176
770
0
0
2
1
1
0
0
340
40
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0.937162
normal
0
13.707445
16,101
87,706
0
0
11
2
1
0
0
421
25
0.045729
0.018676
probe
1
2.291635
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3
8
1
0
0
444
38
0.154066
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r2l
1
4.637269
22,220
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2
0
29
1
1
0
0
85
78
0.02577
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probe
1
10.057451
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12,381
0
0
0
1
1
0
0
153
83
0.618381
0.921279
dos
1
178.672638
40,507
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1
1
1
0
0
292
25
0.196954
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normal
0
187.418196
12,190
56,097
0
1
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2
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0
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388
49
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normal
0
41.33327
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0
0
4
0
0
0
0
407
63
0.04948
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normal
0
157.724213
28,306
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0
2
3
2
1
0
0
134
57
0.102317
0.095285
normal
0
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45,801
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0
2
2
0
1
0
0
346
66
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normal
0
134.103462
23,675
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0
1
1
1
1
0
0
284
74
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normal
0
14.945686
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1
1
1
1
0
0
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320
3
0.753597
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dos
1
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216
27
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normal
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1
1
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30
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normal
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normal
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369
18
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normal
0
19.369126
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0
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1
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0
33
58
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normal
0
3.709621
10,721
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2
0
28
2
1
0
0
474
27
0.178465
0.303157
probe
1
95.520145
23,001
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1
4
1
0
0
0
410
61
0.176437
0.606763
normal
0
17.953417
43,660
93,171
0
2
4
1
1
0
0
153
63
0.044122
0.869555
normal
0
2.073602
39,773
37,122
0
0
4
0
1
0
0
414
83
0.192812
0.015266
normal
0
14.567706
8,602,899
82,754
1
2
3
0
1
0
0
102
58
0.585127
0.231662
dos
1
8.306073
27,836
42,607
0
2
2
0
0
0
0
420
17
0.088244
0.494411
normal
0
15.204564
43,199
74,594
0
2
4
1
1
0
0
148
4
0.023268
0.99156
normal
0
85.526625
476
98,279
0
1
4
0
0
0
0
181
21
0.161646
0.067608
normal
0
92.509312
41,010
82,823
0
1
0
0
0
0
0
356
58
0.091218
0.821243
normal
0
11.109684
30,437
27,033
4
2
20
2
1
0
0
197
11
0.002068
0.372821
probe
1
6.33525
2,770,287
49,294
2
2
1
1
0
0
0
32
80
0.627699
0.767135
dos
1
148.677201
22,158
89,806
0
1
3
0
1
0
0
490
18
0.169506
0.424177
normal
0
19.83436
38,110
85,310
3
0
6
2
0
0
0
478
17
0.053312
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probe
1
19.259839
2,947
60,039
1
1
19
0
1
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298
14
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probe
1
0.225541
8,713,985
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1
1
3
1
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91
62
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dos
1
9.403404
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1
1
4
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472
14
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dos
1
115.927597
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244
34
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normal
0
114.290749
44,829
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1
1
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60
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normal
0
25.330972
15,554
73,355
0
1
4
2
1
0
0
65
66
0.116059
0.809152
normal
0
3.708315
6,701,260
28,309
3
0
1
1
0
0
0
80
99
0.500063
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dos
1
82.673079
10,271
75,449
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1
1
2
1
0
0
142
16
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normal
0
1.980045
33,244
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2
21
1
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0
62
36
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probe
1
10.86849
15,484
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10
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74
28
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probe
1
3.42228
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1
2
1
1
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92
12
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normal
0
2.906132
5,524,337
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4
2
1
1
1
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420
29
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dos
1
8.11559
42,256
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3
1
1
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211
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normal
0
135.859801
26,346
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3
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332
83
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normal
0
14.346667
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2
0
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466
52
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dos
1
97.405723
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246
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normal
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7.634764
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dos
1
0.636646
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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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u2r
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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
1
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normal
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dos
1
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r2l
1
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normal
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normal
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160
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r2l
1
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normal
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r2l
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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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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r2l
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r2l
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