Datasets:
abluva
/
CIC-IDS-2017-V2

Dataset card Data Studio Files
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1
Destination_Port
float64
0
1
Flow_Duration
float64
0
1
Total_Fwd_Packets
float64
0
1
Total_Backward_Packets
float64
0
1
Total_Length_of_Fwd_Packets
float64
0
1
Total_Length_of_Bwd_Packets
float64
0
1
Fwd_Packet_Length_Max
float64
0
1
Fwd_Packet_Length_Min
float64
0
1
Fwd_Packet_Length_Mean
float64
0
1
Fwd_Packet_Length_Std
float64
0
1
Bwd_Packet_Length_Max
float64
0
1
Bwd_Packet_Length_Min
float64
0
1
Bwd_Packet_Length_Mean
float64
0
1
Bwd_Packet_Length_Std
float64
0
1
Flow_Bytes/s
float64
0
1
Flow_Packets/s
float64
0
1
Flow_IAT_Mean
float64
0
1
Flow_IAT_Std
float64
0
1
Flow_IAT_Max
float64
0
1
Flow_IAT_Min
float64
0
1
Fwd_IAT_Total
float64
0
1
Fwd_IAT_Mean
float64
0
1
Fwd_IAT_Std
float64
0
1
Fwd_IAT_Max
float64
0
1
Fwd_IAT_Min
float64
0
1
Bwd_IAT_Total
float64
0
1
Bwd_IAT_Mean
float64
0
1
Bwd_IAT_Std
float64
0
1
Bwd_IAT_Max
float64
0
1
Bwd_IAT_Min
float64
0
1
Fwd_PSH_Flags
float64
0
1
Bwd_PSH_Flags
float64
0
0
Fwd_URG_Flags
float64
0
1
Bwd_URG_Flags
float64
0
0
Fwd_Header_Length
float64
0
1
Bwd_Header_Length
float64
0
1
Fwd_Packets/s
float64
0
1
Bwd_Packets/s
float64
0
1
Min_Packet_Length
float64
0
1
Max_Packet_Length
float64
0
1
Packet_Length_Mean
float64
0
1
Packet_Length_Std
float64
0
1
Packet_Length_Variance
float64
0
1
FIN_Flag_Count
float64
0
1
SYN_Flag_Count
float64
0
1
RST_Flag_Count
float64
0
1
PSH_Flag_Count
float64
0
1
ACK_Flag_Count
float64
0
1
URG_Flag_Count
float64
0
1
CWE_Flag_Count
float64
0
1
ECE_Flag_Count
float64
0
1
Down/Up_Ratio
float64
0
1
Average_Packet_Size
float64
0
1
Avg_Fwd_Segment_Size
float64
0
1
Avg_Bwd_Segment_Size
float64
0
1
Fwd_Header_Length.1
float64
0
1
Fwd_Avg_Bytes/Bulk
float64
0
0
Fwd_Avg_Packets/Bulk
float64
0
0
Fwd_Avg_Bulk_Rate
float64
0
0
Bwd_Avg_Bytes/Bulk
float64
0
0
Bwd_Avg_Packets/Bulk
float64
0
0
Bwd_Avg_Bulk_Rate
float64
0
0
Subflow_Fwd_Packets
float64
0
1
Subflow_Fwd_Bytes
float64
0
1
Subflow_Bwd_Packets
float64
0
1
Subflow_Bwd_Bytes
float64
0
1
Init_Win_bytes_forward
float64
0
1
Init_Win_bytes_backward
float64
0
1
act_data_pkt_fwd
float64
0
1
min_seg_size_forward
float64
0
1
Active_Mean
float64
0
1
Active_Std
float64
0
1
Active_Max
float64
0
1
Active_Min
float64
0
1
Idle_Mean
float64
0
1
Idle_Std
float64
0
1
Idle_Max
float64
0
1
Idle_Min
float64
0
1
label
stringclasses
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0.034649
0.049219
0.067498
0.004553
0
0
0
1
0
0
0
0
0.00641
0.048214
0.0248
0.037583
0.999856
0
0
0
0
0
0
0.000009
0.000034
0.000014
0.000001
0.125015
0.000488
0.000009
1
0
0
0
0
0
0
0
0
BENIGN
0.00676
0.002449
0.000041
0.000024
0.000043
0.000006
0.008098
0
0.009393
0.010217
0.073221
0
0.09876
0.07845
0.111928
0.333343
0.000153
0.00036
0.000896
0
0.002449
0.000272
0.000438
0.000896
0
0.001243
0.000207
0.000449
0.000802
0
0
0
0
0
0.999856
0.994592
0.000011
0.000012
0
0.057615
0.076046
0.098552
0.009707
0
0
0
1
0
0
0
0
0
0.069017
0.009393
0.09876
0.999856
0
0
0
0
0
0
0.000041
0.000043
0.000024
0.000006
0.125015
0.005249
0.000042
1
0
0
0
0
0
0
0
0
BENIGN
0.00676
0.002529
0.000041
0.000027
0.000044
0.000006
0.0083
0
0.009477
0.010374
0.073221
0
0.089669
0.0773
0.111928
0.333343
0.000149
0.000352
0.000867
0
0.002529
0.000281
0.000432
0.000867
0
0.001312
0.000187
0.000457
0.000866
0
0
0
0
0
0.999856
0.994592
0.000011
0.000013
0
0.057615
0.074504
0.098117
0.009621
0
0
0
1
0
0
0
0
0
0.067409
0.009477
0.089669
0.999856
0
0
0
0
0
0
0.000041
0.000044
0.000027
0.000006
0.125015
0.005249
0.000042
1
0
0
0
0
0
0
0
0
BENIGN
0.00676
0.003391
0.000036
0.000024
0.000042
0.000007
0.008461
0
0.010062
0.01154
0.132719
0
0.109449
0.122519
0.111926
0.33334
0.000226
0.00057
0.001501
0
0.003391
0.000424
0.000693
0.001501
0
0.00142
0.000237
0.000551
0.000987
0
0
0
0
0
0.999856
0.994592
0.000007
0.000009
0
0.104432
0.087817
0.144659
0.020914
0
0
0
1
0
0
0
0
0
0.079976
0.010062
0.109449
0.999856
0
0
0
0
0
0
0.000036
0.000042
0.000024
0.000007
0.125015
0.005249
0.000037
1
0
0
0
0
0
0
0
0
BENIGN
0.00676
0.042877
0.000032
0.000021
0.000048
0.000007
0.013779
0
0.012982
0.017715
0.074757
0
0.126972
0.094917
0.111922
0.333334
0.003298
0.015907
0.040684
0
0.042877
0.006125
0.021634
0.040684
0
0.000442
0.000088
0.000151
0.000208
0.000002
0
0
0
0
0.999856
0.994592
0.000001
0.000001
0
0.058824
0.100605
0.12308
0.01514
0
0
0
1
0
0
0
0
0
0.092392
0.012982
0.126972
0.999856
0
0
0
0
0
0
0.000032
0.000048
0.000021
0.000007
0.125015
0.075089
0.000033
1
0
0
0
0
0
0
0
0
BENIGN
0.00676
0.051212
0.000036
0.000017
0.000039
0.000007
0.008783
0
0.00937
0.012417
0.079724
0
0.155297
0.096413
0.111921
0.333334
0.00394
0.01767
0.045447
0
0.051212
0.006402
0.02242
0.045447
0
0.002945
0.000736
0.001206
0.001487
0.000002
0
0
0
0
0.999856
0.994592
0
0
0
0.062732
0.099986
0.125983
0.015863
0
0
0
1
0
0
0
0
0
0.091824
0.00937
0.155297
0.999856
0
0
0
0
0
0
0.000036
0.000039
0.000017
0.000007
0.125015
0.003937
0.000037
1
0.00629
0
0.00629
0.00629
0.045447
0
0.045447
0.045447
BENIGN
0.00676
0.255975
0.000046
0.000048
0.000098
0.000005
0.02083
0
0.019357
0.025995
0.074552
0
0.043358
0.056049
0.111921
0.333333
0.010666
0.039667
0.083282
0.000001
0.254167
0.025399
0.056787
0.083333
0.000001
0.255833
0.019673
0.051726
0.083333
0
0
0
0
0
0.999856
0.994592
0
0
0
0.058662
0.05516
0.076034
0.005778
0
0
0
1
0
0
0
0
0.00641
0.049171
0.019357
0.043358
0.999856
0
0
0
0
0
0
0.000046
0.000098
0.000048
0.000005
0.125015
0.010269
0.000047
1
0.001544
0.003309
0.004121
0.00025
0.08325
0.000067
0.083282
0.083201
BENIGN
0.00676
0.264327
0.000068
0.000072
0.000137
0.000011
0.02083
0
0.018547
0.026531
0.074757
0
0.057335
0.052325
0.111921
0.333334
0.007343
0.032646
0.083274
0
0.26
0.017333
0.048139
0.083333
0.000001
0.264167
0.013205
0.043098
0.083333
0
0
0
0
0
0.999856
0.994592
0
0
0
0.058824
0.068976
0.075461
0.005691
0
0
0
1
0
0
0
0
0.00641
0.060721
0.018547
0.057335
0.999856
0
0
0
0
0
0
0.000068
0.000137
0.000072
0.000011
0.125015
0.010269
0.000056
1
0.004309
0.010421
0.012426
0.00025
0.082713
0.001408
0.083274
0.081672
BENIGN
0.00676
0.264333
0.0001
0.00011
0.000139
0.000041
0.02083
0
0.013086
0.022828
0.149514
0
0.143123
0.101932
0.111921
0.333334
0.004895
0.02718
0.083291
0
0.258333
0.011738
0.041362
0.083333
0
0.264167
0.008519
0.035504
0.083333
0
0
0
0
0
0.999856
0.994593
0
0.000001
0
0.117647
0.151723
0.156219
0.02439
0
0
0
1
0
0
0
0
0.00641
0.132413
0.013086
0.143123
0.999856
0
0
0
0
0
0
0.0001
0.000139
0.00011
0.000041
0.125015
0.010269
0.000084
1
0.003084
0.007278
0.008753
0.00025
0.083253
0.000083
0.083291
0.083192
BENIGN