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
29.149235
46,952
14,542
0
1
2
0
1
0
0
18
63
0.041115
0.483135
normal
0
0.571496
3,363,255
70,790
2
1
3
0
1
0
0
222
35
0.607664
0.825485
dos
1
107.500966
15,269
69,739
0
0
3
0
1
0
0
10
24
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0.628901
normal
0
25.6328
4,333
38,658
0
0
4
2
1
0
0
191
3
0.121476
0.069996
normal
0
1.913099
2,562
12,452
0
2
0
2
0
0
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219
40
0.070972
0.707674
normal
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0.793155
7,303,869
93,020
0
1
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387
10
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dos
1
25.353348
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22,681
1
1
28
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35
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probe
1
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0
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394
50
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normal
0
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24,530
17,432
0
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1
2
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121
41
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normal
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6.563206
31,977
18,343
3
1
14
2
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328
36
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probe
1
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normal
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0
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1
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42
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normal
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6.79766
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54,827
3
2
0
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0
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128
14
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dos
1
24.78738
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4
0
3
0
1
0
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440
24
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dos
1
31.157649
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2
0
29
1
0
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295
49
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probe
1
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0
2
1
0
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0
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317
9
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normal
0
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33,330
42,201
0
0
2
1
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0
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373
45
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normal
0
67.556838
19,447
20,314
0
1
4
0
0
0
0
378
71
0.145826
0.802033
normal
0
54.700943
45,176
54,517
0
2
3
2
0
0
0
349
64
0.124898
0.860991
normal
0
107.382469
6,016
47,416
0
0
4
1
1
0
0
41
42
0.087881
0.54499
normal
0
3.771217
1,300,218
74,603
1
1
4
1
0
0
0
141
43
0.951375
0.949513
dos
1
292.986198
12,835
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3
2
0
0
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497
35
0.104327
0.961497
normal
0
9.692616
3,454,104
79,637
1
2
4
1
1
0
0
474
77
0.886486
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dos
1
30.356381
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241
54
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normal
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166.937541
12,642
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248
48
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normal
0
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33,170
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250
90
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normal
0
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22,367
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0
2
2
1
1
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0
57
50
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normal
0
124.003342
876
14,591
0
1
1
0
0
0
0
260
55
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0.322244
normal
0
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28,281
1
2
0
6
1
0
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162
5
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r2l
1
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1
0
0
274
81
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dos
1
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278
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normal
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normal
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2
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22
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r2l
1
165.307541
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44
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normal
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169
44
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normal
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104.142347
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0
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0
82
49
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0.771213
normal
0
6.939865
31,427
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4
0
2
14
0
0
0
150
55
0.130619
0.298292
r2l
1
96.337051
33,929
7,497
0
2
2
0
1
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0
425
17
0.08055
0.284307
normal
0
47.849598
33,155
8,298
0
2
0
2
1
0
0
266
53
0.05849
0.816281
normal
0
7.713782
29,864
10,887
3
0
2
5
0
0
0
348
65
0.031876
0.74476
r2l
1
107.722092
47,949
10,677
0
1
3
1
1
0
0
190
96
0.096105
0.432305
normal
0
1.394441
23,718
93,197
0
1
2
0
1
0
0
279
15
0.093515
0.098008
normal
0
62.985186
40,823
29,362
0
2
4
0
1
0
0
259
16
0.000314
0.366335
normal
0
23.976931
22,819
20,413
1
0
17
0
0
0
0
123
13
0.141943
0.789356
probe
1
69.123193
34,011
34,193
0
0
1
2
0
0
0
455
88
0.068089
0.035187
normal
0
7.431266
39,412
70,141
2
0
1
0
0
5
1
200
35
0.169539
0.689716
u2r
1
59.944501
9,715
95,662
0
1
0
1
1
0
0
352
62
0.07875
0.916699
normal
0
409.364067
15,982
91,229
0
1
4
1
1
0
0
189
9
0.186895
0.526832
normal
0
15.830986
13,296
80,563
1
2
1
0
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2
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300
78
0.141165
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u2r
1
9.664594
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0
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1
1
0
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449
68
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normal
0
56.213962
40,581
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0
1
1
1
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188
34
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normal
0
78.025098
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0
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1
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409
49
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normal
0
42.938963
27,192
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0
0
3
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0
410
54
0.088187
0.431278
normal
0
27.744289
21,773
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0
1
1
0
0
0
0
419
2
0.010463
0.92611
normal
0
111.492062
41,738
46,365
0
2
2
0
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205
53
0.047638
0.526944
normal
0
47.340958
19,941
93,213
0
0
3
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1
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28
24
0.187437
0.957062
normal
0
5.573011
5,145,143
59,850
2
2
1
1
0
0
0
75
61
0.85502
0.904487
dos
1
150.991593
18,837
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0
1
4
0
1
0
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246
35
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normal
0
7.324358
18,132
11,164
0
1
3
2
0
9
1
396
78
0.199407
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u2r
1
47.049865
34,547
28,595
0
0
2
2
1
0
0
115
24
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0.804851
normal
0
83.909414
32,161
51,913
0
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2
1
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299
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normal
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59.721578
14,789
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0
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2
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220
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0.190389
0.703839
normal
0
204.643434
37,870
31,178
0
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1
2
1
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409
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0.688184
normal
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210.997069
21,814
1,038
0
1
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29
28
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normal
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16.274369
1,243,105
96,555
3
1
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1
1
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182
4
0.821729
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dos
1
2.426492
31,617
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3
0
13
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180
24
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probe
1
7.494494
46,634
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2
2
2
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1
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257
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r2l
1
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1
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normal
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1
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1
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probe
1
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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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normal
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normal
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normal
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1
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dos
1
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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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probe
1
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r2l
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dos
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probe
1
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dos
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normal
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r2l
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