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
30.167494
21,884
68,753
0
2
3
2
1
0
0
429
41
0.105777
0.225165
normal
0
0.602885
7,654,871
67,621
2
0
0
1
1
0
0
241
68
0.727247
0.321456
dos
1
43.955755
38,710
12,679
0
2
3
0
1
0
0
190
41
0.121896
0.708363
normal
0
7.727699
22,459
12,879
0
0
4
2
1
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0
423
96
0.154628
0.980702
normal
0
194.311145
21,226
6,803
0
2
3
0
1
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0
252
19
0.11921
0.87603
normal
0
4.441192
7,250,775
95,675
3
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4
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386
50
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dos
1
22.668759
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97
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1
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88
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normal
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0
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132
25
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normal
0
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45
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1
73.540789
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294
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normal
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0
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40
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normal
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3
0
28
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386
65
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probe
1
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31
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normal
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6
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163
68
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u2r
1
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1
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29
1
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124
94
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probe
1
31.432507
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0
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35
76
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normal
0
3.408407
30,314
64,552
0
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0
18
0
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346
75
0.0402
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r2l
1
15.94513
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14
20
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dos
1
77.721004
45,451
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310
49
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normal
0
52.085031
25,125
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297
82
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normal
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181.237562
30,023
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343
75
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normal
0
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97
2
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normal
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205
8
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dos
1
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25
9
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normal
0
48.404951
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82
26
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normal
0
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252
58
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normal
0
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23,528
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0
2
20
2
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149
97
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probe
1
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4
1
1
0
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486
7
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normal
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30
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normal
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45
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normal
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normal
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normal
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normal
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93
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normal
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340.153006
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31
60
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normal
0
2.14172
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31,859
2
2
0
12
1
0
0
76
3
0.145438
0.639441
r2l
1
16.741436
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53,532
0
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1
1
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159
46
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normal
0
33.895482
43,469
26,387
0
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131
32
0.196636
0.318693
normal
0
95.353997
44,106
17,321
0
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4
1
1
0
0
290
95
0.189108
0.463256
normal
0
20.479227
49,487
71,775
0
2
2
2
1
0
0
219
68
0.103173
0.34055
normal
0
239.485438
46,621
32,267
0
2
0
1
1
0
0
47
30
0.068884
0.822496
normal
0
52.937052
13,989
19,255
0
1
2
0
0
0
0
405
80
0.040303
0.062707
normal
0
189.687254
17,558
25,458
0
2
0
1
1
0
0
21
42
0.0407
0.494416
normal
0
28.666465
45,506
10,200
0
0
0
1
1
0
0
257
19
0.03287
0.475596
normal
0
37.566608
12,804
3,636
0
2
2
0
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0
0
285
40
0.111386
0.310144
normal
0
1.190072
8,818,552
54,881
0
1
4
1
0
0
0
463
86
0.744053
0.585317
dos
1
29.8093
33,611
76,285
0
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3
1
1
0
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30
63
0.060734
0.905728
normal
0
67.396007
28,619
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0
2
3
0
1
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0
197
31
0.078288
0.033395
normal
0
292.130997
17,489
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0
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215
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normal
0
49.249953
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0
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180
68
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normal
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102.094005
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0
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110
55
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normal
0
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358
66
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normal
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4.792198
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0
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258
64
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normal
0
70.023751
35,128
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1
3
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0
68
84
0.105005
0.32746
normal
0
6.818639
31,883
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1
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58
49
0.134055
0.613662
normal
0
5.955501
7,914
20,195
2
0
0
17
0
0
0
130
62
0.072308
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r2l
1
139.85166
30,760
70,316
0
2
3
1
1
0
0
218
65
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normal
0
47.586312
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1
1
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161
82
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normal
0
6.361833
1,693,239
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4
1
2
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111
92
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dos
1
11.881524
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1
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220
21
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normal
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121.25259
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67
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normal
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173.009487
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222
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normal
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172.454381
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423
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normal
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33.446282
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1
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457
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normal
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9.920929
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404
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dos
1
73.688527
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normal
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1
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r2l
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