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
18.175082
692
15,913
0
2
3
1
0
0
0
447
68
0.187068
0.081983
normal
0
231.13594
5,796
37,311
0
1
1
1
0
0
0
356
92
0.183813
0.942459
normal
0
92.076865
18,831
76,679
0
2
1
0
1
0
0
320
23
0.106948
0.552943
normal
0
3.227507
17,930
80,126
0
2
4
1
1
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93
3
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0.165927
normal
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34,310
56,212
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0
3
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244
91
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normal
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2,906
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374
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normal
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48,088
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1
1
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347
42
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normal
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309
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normal
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40,635
1
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1
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250
68
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dos
1
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1
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probe
1
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normal
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dos
1
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normal
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101
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normal
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485
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normal
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1
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1
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0
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315
20
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dos
1
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normal
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18
16
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normal
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0
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2
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273
3
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probe
1
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2
2
1
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199
36
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normal
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1
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259
23
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normal
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2
2
22
0
1
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165
35
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probe
1
215.558139
230
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normal
0
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1
3
1
1
0
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98
89
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normal
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2
2
1
1
0
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126
26
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normal
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1
2
0
0
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21
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normal
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836
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2
0
15
2
1
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445
29
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probe
1
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1
4
1
1
0
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38
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normal
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1
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94
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normal
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388
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normal
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normal
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3
0
2
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30
13
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r2l
1
15.492392
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2
3
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310
39
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normal
0
62.450446
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0
1
3
2
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0
331
1
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0.330988
normal
0
302.13537
5,833
33,818
0
2
0
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25
32
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0.581521
normal
0
44.751386
24,614
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0
1
3
1
0
0
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267
87
0.198137
0.936097
normal
0
17.110209
7,667
58,951
4
2
2
4
0
0
0
458
17
0.039156
0.806661
r2l
1
12.816137
34,211
46,535
0
2
0
2
0
0
0
324
51
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0.581734
normal
0
95.976522
43,371
72,267
0
1
0
0
1
0
0
6
84
0.034716
0.304836
normal
0
91.782435
464
78,243
0
1
0
2
0
0
0
416
32
0.004636
0.077944
normal
0
5.41724
4,989,343
6,383
0
2
4
2
1
0
0
124
54
0.929122
0.69215
dos
1
0.332222
43,849
14,847
0
2
1
2
0
0
0
260
75
0.152933
0.046742
normal
0
75.222155
32,478
4,899
4
0
7
2
1
0
0
137
84
0.165427
0.1035
probe
1
24.806096
42,310
37,302
0
2
4
1
1
0
0
299
28
0.07764
0.923511
normal
0
14.341467
8,747
31,491
4
1
7
0
1
0
0
112
95
0.183701
0.20284
probe
1
16.687388
26,439
33,290
0
0
2
0
1
0
0
394
68
0.017791
0.736363
normal
0
3.766277
13,716
41,530
0
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1
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1
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320
86
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normal
0
76.456047
14,940
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0
2
3
1
1
0
0
28
4
0.088808
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normal
0
75.196018
45,483
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0
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3
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177
38
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normal
0
30.873784
12,024
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4
1
10
1
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370
90
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probe
1
2.3695
680,433
63,048
2
1
2
2
0
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383
3
0.583897
0.811141
dos
1
77.33717
28,768
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2
2
2
1
0
0
431
57
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0.4808
normal
0
265.917693
26,641
96,225
0
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3
1
0
0
0
13
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0.162156
0.52628
normal
0
129.156308
19,875
63,381
0
2
1
1
0
0
0
288
21
0.179208
0.519503
normal
0
9.174736
1,008,926
52,625
4
2
0
1
0
0
0
376
15
0.683441
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dos
1
263.694951
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2
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1
1
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309
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normal
0
110.094453
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422
27
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normal
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53.459921
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428
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normal
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114.019108
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normal
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465
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normal
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12.124576
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375
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normal
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402
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normal
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2
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1
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455
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u2r
1
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3
1
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270
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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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normal
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normal
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normal
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dos
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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dos
1
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normal
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r2l
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dos
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r2l
1
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normal
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r2l
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dos
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probe
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dos
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dos
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normal
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normal
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