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
13.471842
49,636
64,959
0
2
1
1
0
0
0
165
8
0.031291
0.458534
normal
0
93.919841
32,876
98,767
0
1
3
2
1
0
0
90
76
0.119153
0.267511
normal
0
93.415425
13,363
92,501
0
2
4
2
0
0
0
70
52
0.081522
0.775124
normal
0
30.135265
1,078
57,851
0
2
1
0
1
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74
25
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0.985663
normal
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129.894358
20,207
22,167
0
2
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18
34
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0.631971
normal
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18,574
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normal
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1
2
13
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probe
1
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68
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probe
1
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77
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normal
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normal
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normal
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268
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normal
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2
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3
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1
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398
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dos
1
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290
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normal
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normal
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1
3
2
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25
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dos
1
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13
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33
54
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probe
1
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normal
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1
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2
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378
6
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normal
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131.291391
11,834
74,111
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0
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2
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36
5
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0.6527
normal
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179.425617
1,463
45,080
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449
61
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normal
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18
1
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49
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probe
1
16.373391
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2
0
2
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180
51
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dos
1
13.13326
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20
59
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dos
1
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3
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198
55
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normal
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3.914721
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3
2
0
1
1
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0
347
94
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dos
1
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0
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1
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0
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118
97
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normal
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12,251
2,147
0
2
3
2
1
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0
379
74
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normal
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16,351
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139
91
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normal
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normal
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2
2
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1
1
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248
39
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dos
1
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normal
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normal
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1
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normal
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0
2
3
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276
15
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normal
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1
1
1
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215
7
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normal
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167.611524
23,136
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0
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1
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4
0.006317
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normal
0
1.0101
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2
1
4
1
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0
0
369
65
0.700529
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dos
1
3.008771
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479
45
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normal
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15.121409
17,833
28,824
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2
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1
1
0
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243
20
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0.992058
normal
0
8.857295
30,048
42,132
0
0
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1
1
0
0
375
2
0.059769
0.271283
normal
0
5.607353
7,780,948
73,953
4
1
2
2
1
0
0
67
3
0.528167
0.646528
dos
1
58.320367
9,638
10,931
0
0
0
2
0
0
0
287
56
0.081907
0.32361
normal
0
102.737104
14,019
99,637
0
1
2
2
0
0
0
319
48
0.129855
0.024315
normal
0
69.48111
25,542
45,570
0
0
0
0
1
0
0
57
80
0.059944
0.489816
normal
0
233.494213
7,909
20,768
0
1
1
0
1
0
0
93
51
0.09828
0.839046
normal
0
281.101291
38,604
59,592
0
2
2
2
1
0
0
436
12
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0.383068
normal
0
17.1828
2,686,396
87,558
2
0
2
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1
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162
26
0.651867
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dos
1
191.673049
30,086
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0
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351
49
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normal
0
65.724389
40,923
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333
35
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normal
0
0.263743
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0
2
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0
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300
58
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dos
1
153.683519
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0
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1
1
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367
22
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normal
0
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0
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2
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128
94
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0.227692
normal
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214.125846
46,784
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1
1
1
0
0
124
30
0.193251
0.951702
normal
0
111.128228
42,572
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1
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1
1
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118
81
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normal
0
208.15366
15,396
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0
1
1
1
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110
6
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normal
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519.893869
2,383
92,106
0
2
4
1
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151
61
0.158417
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normal
0
40.841343
40,420
51,330
0
1
11
1
0
0
0
75
30
0.161267
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probe
1
2.807882
31,180
47,308
1
2
0
15
1
0
0
153
12
0.118449
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r2l
1
18.215021
45,084
32,179
0
0
2
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0
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222
50
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normal
0
39.099763
24,618
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81
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normal
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10.931604
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2
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112
23
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normal
0
6.73137
2,683,309
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4
0
4
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374
72
0.969623
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dos
1
35.221043
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469
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normal
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372.497049
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450
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normal
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17.015233
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4
2
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dos
1
7.858102
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2
2
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1
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dos
1
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1
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dos
1
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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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normal
0
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3
2
1
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r2l
1
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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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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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1
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normal
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1
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probe
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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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normal
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normal
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normal
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u2r
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