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
152.01121
15,262
16,342
0
2
1
1
0
0
0
325
32
0.165445
0.011936
normal
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177.100932
24,425
23,924
0
2
3
2
1
0
0
72
28
0.093532
0.287541
normal
0
519.647762
19,362
96,155
0
1
0
2
1
0
0
436
74
0.034311
0.595751
normal
0
55.975893
3,504
86,113
0
1
2
1
1
0
0
37
61
0.093039
0.341017
normal
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207.222381
25,113
43,800
0
1
3
1
1
0
0
76
78
0.116958
0.553552
normal
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34.189935
7,595,004
21,825
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0
1
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402
23
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dos
1
5.781603
3,145,763
80,690
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91
39
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0.421486
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71
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363
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41,901
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0
47
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11.450221
855,191
17,326
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211
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232
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159.900631
23,578
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0
114
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4.667005
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36,604
4
1
1
2
1
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0
210
15
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164.106958
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356
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0
2
0
1
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0
328
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normal
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106.952587
25,561
45,816
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1
3
0
0
0
0
157
21
0.049132
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normal
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0.642652
44,554
43,913
2
1
1
16
0
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0
274
33
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1
7.378788
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2
16
1
0
0
0
325
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probe
1
17.007183
5,606,583
62,818
0
2
2
1
1
0
0
317
27
0.757093
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dos
1
32.906645
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15,414
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1
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445
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normal
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71.574837
24,984
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0
1
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0
0
126
48
0.001199
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normal
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2.281669
3,204
24,311
1
1
4
19
1
0
0
389
45
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1
1.28616
19,421
34,677
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0
3
4
1
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0
169
32
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1
166.643054
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153
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normal
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0.824566
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2
0
2
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0
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321
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13.558475
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237
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0
75
11
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normal
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513.318999
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206
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normal
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297
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0
4
10
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366
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470.302152
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435
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457
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389
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17.651541
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408
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326
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147.791699
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465
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19.334221
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188
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1
23.673092
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123
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probe
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19.233024
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331
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normal
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253.27621
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2
2
1
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30
45
0.177446
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normal
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4.499635
32,492
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0
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1
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140
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normal
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10.035713
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2
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143
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probe
1
4.753341
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142
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normal
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181.954216
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136
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normal
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235.82544
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112
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normal
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35.299476
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304
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normal
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7.681155
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397
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284
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491
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12.000491
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340
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probe
1
30.961617
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23.550215
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26
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44.153524
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440
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152.584378
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297
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0.1303
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normal
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103.215609
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360
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normal
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17.545208
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2
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168
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probe
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109.154214
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382
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normal
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144.950224
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253
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normal
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3.741
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3.12732
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189
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r2l
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0.024532
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476
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normal
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210
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5.574038
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191
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normal
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376
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