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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36,517
76,854
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1
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0
454
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47,500
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89
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175.263315
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2
2
1
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308
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248
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332
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336
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243
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129
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0
4
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1
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290
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0
2
1
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365
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1.52056
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0
14
2
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119
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probe
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13.152914
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1
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360
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19.280272
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2
18
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223
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probe
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2
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312
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normal
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0.180402
21,113
34,229
3
1
3
17
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53
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0.144542
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22.13061
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2
0
1
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315
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11.689601
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125
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330
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457
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492
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2
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183
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normal
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2
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70
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dos
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383
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414
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normal
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4
2
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21
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0
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118
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251.040347
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285
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normal
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346
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normal
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320
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227
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normal
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407
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normal
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496
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170.072851
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17.883174
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98
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67.095998
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393
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normal
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196.64692
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2
1
1
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109
20
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normal
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12.824796
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2
4
2
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136
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normal
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5.989711
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1
1
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13
1
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244
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187.367178
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1
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64
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normal
0
7.117422
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2
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161
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dos
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170.313198
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212
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normal
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78.485796
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2
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306
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normal
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112.443
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145
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43.916957
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normal
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16.725883
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3
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463
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dos
1
11.367156
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397
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probe
1
58.031714
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197
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normal
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32.95816
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13.112035
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142
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normal
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38.840426
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241
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normal
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1.304376
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2
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372
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dos
1
18.877484
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1
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402
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probe
1
137.834067
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203
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dos
1
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208
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dos
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96.086031
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342
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normal
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152
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normal
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194
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normal
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246
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normal
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normal
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dos
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normal
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dos
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normal
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normal
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probe
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