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
5.369679
6,111,155
99,099
1
2
3
0
1
0
0
342
45
0.536591
0.627508
dos
1
196.610728
24,860
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0
1
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2
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50
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0.404712
normal
0
2.35007
49,740
61,595
0
0
2
1
1
0
0
407
81
0.152064
0.328919
normal
0
4.150283
6,966,852
75,354
4
1
4
0
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23
13
0.7573
0.056206
dos
1
12.942953
46,251
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1
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1
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357
24
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normal
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3.598065
39,646
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2
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428
30
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normal
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1
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423
43
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normal
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446.334713
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62
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normal
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240
55
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normal
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351
21
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dos
1
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normal
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0
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normal
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23
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normal
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normal
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88
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normal
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0
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14
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14
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r2l
1
5.615942
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3
2
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2
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493
56
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dos
1
37.019609
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2
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33
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normal
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0
1
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49
81
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normal
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26,024
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0
2
2
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231
59
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0.481458
normal
0
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1
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2
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297
99
0.04499
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normal
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0
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2
1
1
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307
3
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normal
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38.446865
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1
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473
97
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normal
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33.318026
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412
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normal
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15
92
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normal
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54.758299
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2
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405
69
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normal
0
2.201243
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1
1
3
16
1
0
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390
8
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r2l
1
92.510582
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2
1
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392
50
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normal
0
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0
2
2
2
1
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33
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normal
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1
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149
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normal
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341
35
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normal
0
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3
1
2
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330
10
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dos
1
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360
18
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normal
0
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2
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1
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324
6
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normal
0
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2
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137
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normal
0
35.163972
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1
2
1
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1
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222
56
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dos
1
190.634376
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0
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117
80
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normal
0
26.845475
42,770
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0
0
1
1
1
0
0
28
55
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0.268621
normal
0
91.539414
21,587
38,630
0
0
4
2
0
0
0
222
39
0.031718
0.484726
normal
0
193.711808
14,432
76,968
0
2
2
2
1
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0
343
31
0.028958
0.083328
normal
0
52.547563
24,917
82,571
0
2
1
2
1
0
0
344
49
0.031227
0.903894
normal
0
269.026162
2,990
75,024
0
1
4
2
1
0
0
330
38
0.097162
0.83486
normal
0
233.282298
35,493
31,377
0
1
2
2
0
0
0
422
46
0.151359
0.751002
normal
0
13.742654
5,634,069
10,945
1
0
2
1
1
0
0
467
54
0.53098
0.801305
dos
1
29.97072
8,744
66,007
0
2
2
2
0
0
0
106
85
0.198768
0.572747
normal
0
19.899011
31,326
57,179
0
2
3
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1
0
0
353
77
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0.920264
normal
0
21.822361
34,497
37,619
0
1
3
1
1
0
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153
98
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0.378767
normal
0
0.161664
43,320
29,600
2
0
1
2
1
5
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21
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0.028236
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u2r
1
267.564946
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86,663
0
2
1
2
1
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404
98
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normal
0
1.32116
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1
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16
33
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dos
1
90.042564
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2
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258
51
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normal
0
83.064428
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normal
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292
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normal
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1
1
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165
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normal
0
7.241331
43,814
98,510
0
2
14
1
1
0
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395
7
0.10513
0.544062
probe
1
40.755089
42,320
36,004
0
1
4
11
1
0
0
113
71
0.13164
0.290312
r2l
1
12.830042
11,062
49,275
0
2
0
0
0
0
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135
60
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0.549074
normal
0
3.396076
15,572
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2
2
2
1
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256
60
0.007992
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normal
0
4.297481
38,766
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3
2
2
12
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468
15
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r2l
1
41.192867
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0
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3
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0
0
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41
26
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normal
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56.3558
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2
3
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263
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normal
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69.978925
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53
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normal
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141.809052
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1
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331
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normal
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114
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normal
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1
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319
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normal
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175.376347
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188
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normal
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169
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normal
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normal
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33
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normal
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r2l
1
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probe
1
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normal
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normal
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dos
1
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453
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dos
1
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172
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r2l
1
29.747564
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probe
1
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1
1
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normal
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normal
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normal
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dos
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normal
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normal
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probe
1