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
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14,727
71,907
0
1
1
1
1
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0
423
52
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19,707
28,714
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1
3
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405
74
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0.442391
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28,686
68,094
4
1
9
1
1
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1
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1
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138
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9,514
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2
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496
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26.306596
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126
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291
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355
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418
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229
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44
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18.122319
6,942
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4
2
15
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249
7
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probe
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469
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78
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0
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134
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54.30586
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277
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normal
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19.30449
31,530
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12
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82
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162.202699
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125
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119
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10.182461
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256
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normal
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327
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dos
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8.328076
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1
6
1
487
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159.537611
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312
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normal
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345.204466
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0
2
4
0
0
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358
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normal
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1
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153
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normal
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467
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116
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normal
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95
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r2l
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285.754051
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308
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442
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normal
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17.616923
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446
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normal
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48.479497
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247
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normal
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88
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normal
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9.76858
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2
22
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224
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probe
1
100.89532
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0
223
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normal
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125.219294
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432
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normal
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56.063319
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256
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normal
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12.962393
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0
14
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157
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probe
1
1.00413
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4
1
3
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0
0
0
180
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dos
1
17.743708
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2
2
1
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0
226
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normal
0
40.888459
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1
0
2
2
1
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117
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dos
1
221.516924
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3
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324
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normal
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7.908007
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428
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normal
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161.700836
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43
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normal
0
26.601308
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1
2
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242
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normal
0
63.192028
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2
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425
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normal
0
14.146723
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3
1
3
10
1
0
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284
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r2l
1
13.844026
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0
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405
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dos
1
23.587131
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3
2
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2
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normal
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33.42009
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367
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normal
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253.132709
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310
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normal
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55.712077
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1
0
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214
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normal
0
88.427254
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2
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144
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normal
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38
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normal
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44
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normal
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8.644116
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262
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dos
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115.897235
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normal
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337
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normal
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273
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dos
1
155.594854
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180
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normal
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normal
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196.863996
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probe
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probe
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normal
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dos
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normal
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r2l
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normal
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