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
47.572694
33,777
54,010
0
1
1
0
1
0
0
158
21
0.13963
0.1762
normal
0
30.295422
41,509
30,648
0
0
3
1
1
0
0
452
41
0.185847
0.259494
normal
0
58.602397
3,030,582
26,597
3
0
4
2
1
0
0
24
67
0.9094
0.64973
dos
1
67.864402
27,646
63,511
0
1
2
2
1
0
0
184
59
0.079456
0.435717
normal
0
13.297524
8,645,061
34,085
4
1
4
0
1
0
0
207
74
0.773366
0.928039
dos
1
80.459702
20,562
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1
4
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183
94
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normal
0
27.26617
18,463
31,477
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0
4
0
0
0
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457
7
0.000004
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normal
0
1.750523
249,363
31,657
4
1
3
2
0
0
0
404
33
0.78156
0.898188
dos
1
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0
1
1
1
1
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0
50
81
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normal
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25.368916
48,582
86,217
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1
4
0
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351
6
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normal
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829
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2
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160
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normal
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104.608564
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135
7
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normal
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3
1
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1
1
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292
43
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dos
1
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261
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normal
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3
1
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127
16
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normal
0
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0
1
3
0
1
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384
17
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normal
0
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6,133,470
65,640
4
1
3
2
1
0
0
322
8
0.673322
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dos
1
76.059599
36,132
52,905
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2
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137
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normal
0
2.082858
45,742
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0
2
4
1
0
0
0
282
59
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0.864039
normal
0
55.598875
7,292,102
20,419
1
2
2
2
1
0
0
465
92
0.851398
0.246439
dos
1
106.205221
19,527
50,999
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3
1
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0
0
480
12
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normal
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33.18944
2,290
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3
0
29
0
1
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0
286
87
0.147134
0.61577
probe
1
12.033212
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0
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1
2
0
0
0
261
20
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normal
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466.331584
10,861
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1
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171
65
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normal
0
93.18301
19,988
31,627
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2
1
0
0
148
5
0.186742
0.280511
normal
0
29.058229
29,825
50,135
3
0
0
12
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246
74
0.12058
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r2l
1
0.138603
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32,264
0
0
4
0
1
0
0
242
55
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dos
1
85.072975
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59,404
0
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4
2
0
0
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368
93
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0.01425
normal
0
213.462997
24,598
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2
2
2
0
0
0
326
48
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normal
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3.374279
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2
1
4
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1
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136
18
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dos
1
108.314864
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2
1
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1
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224
39
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normal
0
19.627515
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4
0
4
2
0
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76
72
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dos
1
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90
7
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normal
0
23.238748
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1
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1
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188
21
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dos
1
122.294258
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0
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1
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276
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normal
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44.501846
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424
14
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normal
0
21.160587
35,605
13,300
0
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2
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360
52
0.138241
0.271448
normal
0
10.180759
27,091
62,262
3
0
3
9
1
0
0
205
75
0.199607
0.258681
r2l
1
192.296585
19,129
97,912
0
1
4
1
0
0
0
344
33
0.080766
0.713451
normal
0
134.037324
43,667
83,534
0
2
3
1
1
0
0
226
15
0.138645
0.731462
normal
0
40.74283
43,825
76,172
0
2
1
1
1
0
0
328
50
0.163195
0.386144
normal
0
237.310375
40,889
98,402
0
0
4
0
1
0
0
272
13
0.188365
0.407863
normal
0
16.160209
2,752,207
34,274
3
0
3
0
1
0
0
149
82
0.701268
0.594526
dos
1
15.434814
9,462,677
36,243
1
0
1
1
1
0
0
124
33
0.508266
0.542887
dos
1
13.635865
31,678
29,930
0
2
1
2
0
0
0
247
66
0.045434
0.446367
normal
0
10.502895
28,073
68,793
0
2
3
0
1
4
1
442
53
0.017904
0.153363
u2r
1
2.227037
6,320,252
12,566
1
0
3
0
1
0
0
86
1
0.679845
0.072208
dos
1
8.754379
26,639
96,948
2
2
18
2
1
0
0
223
44
0.151722
0.457921
probe
1
91.83989
46,997
14,116
0
2
3
0
1
0
0
85
98
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normal
0
58.907405
37,273
31,507
0
2
11
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203
89
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probe
1
116.592603
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4
2
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277
86
0.088371
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normal
0
141.419911
46,540
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1
2
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172
65
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normal
0
0.80155
28,050
69,699
4
2
11
0
1
0
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344
76
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probe
1
97.366435
37,660
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0
0
81
63
0.071237
0.295841
normal
0
86.761643
3,813
72,647
0
0
1
2
0
0
0
126
16
0.174364
0.057402
normal
0
18.582604
8,233,633
57,309
4
1
4
2
1
0
0
389
19
0.5435
0.890959
dos
1
13.355237
9,737,876
9,391
0
0
0
2
1
0
0
395
34
0.939747
0.853811
dos
1
6.051775
44,410
40,467
0
1
0
1
1
0
0
200
77
0.163156
0.036969
normal
0
3.898772
12,088
64,964
3
2
27
2
0
0
0
70
39
0.018214
0.803998
probe
1
134.773864
27,376
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0
2
2
2
1
0
0
393
60
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normal
0
33.295285
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0
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3
1
1
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157
15
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normal
0
19.114402
6,350,488
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1
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1
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121
52
0.658392
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dos
1
6.138198
16,787
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2
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252
51
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normal
0
321.999748
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423
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normal
0
11.644952
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1
1
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134
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normal
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6.996177
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1
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normal
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340
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normal
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dos
1
14.86034
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1
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1
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dos
1
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normal
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dos
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probe
1
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normal
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normal
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probe
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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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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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