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
10.109766
6,353,482
30,779
1
1
4
2
1
0
0
101
58
0.813184
0.984372
dos
1
177.694148
49,581
39,933
0
2
2
1
0
0
0
208
21
0.059883
0.552992
normal
0
1.87212
8,144,571
7,346
4
1
3
0
0
0
0
379
95
0.525949
0.642004
dos
1
26.603834
9,870
91,883
0
0
0
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1
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0
379
26
0.000453
0.67426
normal
0
178.76235
35,874
36,538
0
2
4
0
1
0
0
206
94
0.029814
0.709767
normal
0
221.369573
30,680
43,212
0
0
3
2
1
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243
63
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normal
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22,324
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0
2
1
1
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97
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0.98381
normal
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2.72727
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0
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223
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normal
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19,399
80,637
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2
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344
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normal
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normal
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normal
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normal
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318
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normal
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67
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normal
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972
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366
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normal
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4
0
20
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26
19
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probe
1
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114
87
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dos
1
11.872032
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3
2
11
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231
48
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probe
1
93.26764
41,316
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0
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2
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309
97
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normal
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133.525338
21,401
6,512
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255
61
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normal
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364.603736
36,900
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453
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normal
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47.821154
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183
14
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normal
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normal
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0
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85
83
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normal
0
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4
0
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182
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dos
1
292.714804
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2
1
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103
71
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normal
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1.885201
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3
1
13
0
1
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44
94
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probe
1
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4
1
29
1
1
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458
34
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probe
1
14.379728
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2
1
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10
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normal
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3
0
2
1
1
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143
58
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dos
1
212.31238
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0
0
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2
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36
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normal
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4
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4
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65
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dos
1
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normal
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327
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dos
1
88.713033
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195
77
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normal
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17
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34
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r2l
1
118.675227
31,142
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0
0
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1
1
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285
13
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normal
0
36.41417
9,239
88,890
0
2
2
1
1
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250
90
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0.493623
normal
0
7.852894
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2
2
0
1
0
0
0
167
11
0.507815
0.022413
dos
1
9.492941
3,351,364
64,866
2
2
3
1
1
0
0
54
65
0.654746
0.253738
dos
1
94.197539
46,208
74,261
0
2
2
1
0
0
0
57
9
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normal
0
55.016178
497
54,214
0
1
2
0
0
0
0
13
88
0.039817
0.233965
normal
0
252.279089
49,473
91,950
0
2
3
1
0
0
0
205
34
0.126653
0.318353
normal
0
7.035166
47,474
48,331
1
1
1
19
1
0
0
453
83
0.070664
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r2l
1
19.27094
1,074,299
14,201
4
1
0
1
1
0
0
254
71
0.654589
0.257508
dos
1
13.90662
9,403,097
18,696
2
2
3
1
1
0
0
243
87
0.952835
0.535868
dos
1
235.688229
31,217
80,949
0
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2
1
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407
69
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normal
0
1.63988
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0
1
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1
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134
21
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normal
0
39.587989
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0
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281
51
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normal
0
3.114942
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2
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2
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78
53
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dos
1
106.14119
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0
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2
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220
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normal
0
14.79403
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2
2
6
0
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81
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probe
1
22.757174
33,207
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0
2
4
2
1
0
0
398
2
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normal
0
179.200815
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0
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3
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1
0
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244
53
0.115376
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normal
0
22.84062
1,396
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0
1
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238
28
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normal
0
28.535615
387
50,652
0
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3
1
1
0
0
271
5
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normal
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21.300901
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0
2
2
2
0
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0
64
11
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normal
0
17.215279
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0
2
4
2
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405
8
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normal
0
306.427873
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0
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1
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116
76
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normal
0
0.12243
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4
0
3
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1
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15
14
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dos
1
101.566126
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346
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normal
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81
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normal
0
26.211187
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274
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normal
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normal
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4
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dos
1
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normal
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dos
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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
1
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normal
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normal
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r2l
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normal
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normal
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normal
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r2l
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r2l
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