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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dos
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120
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dos
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90.415747
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2
2
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183
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172
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471
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212
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1
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357
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143
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normal
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406
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363
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491
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492
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2
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dos
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232
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normal
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21.270245
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200
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normal
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14.252923
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3
2
2
1
1
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278
11
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u2r
1
33.171903
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1
4
1
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0
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303
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normal
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111.02202
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488
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normal
0
3.101406
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1
1
1
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391
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dos
1
12.591103
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10
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253
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r2l
1
5.013015
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1
3
0
1
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1
230
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u2r
1
11.303568
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2
3
2
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437
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dos
1
71.094757
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496
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normal
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13.052754
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4
1
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441
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346.584607
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probe
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normal
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472
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normal
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342
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normal
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normal
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normal
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241
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