Data
CIC-IDS-2017

CIC-IDS-2017

active ARFF Public Domain (CC0) Visibility: public Uploaded 16-05-2023 by Dat-Thinh Nguyen
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DATA

88 features

Device (target)string13 unique values
0 missing
Benign (target)string2 unique values
0 missing
Sub_Cat (target)string15 unique values
288602 missing
Cat (target)string6 unique values
0 missing
Flow_IDstring1085071 unique values
288602 missing
Source_IPstring17005 unique values
288602 missing
Source_Portnumeric64640 unique values
288602 missing
Destination_IPstring19112 unique values
288602 missing
Destination_Portnumeric53805 unique values
288602 missing
Protocolnumeric3 unique values
288602 missing
Timestampstring27965 unique values
288602 missing
Flow_Durationnumeric1050899 unique values
288602 missing
Total_Fwd_Packetsnumeric1432 unique values
288602 missing
Total_Backward_Packetsnumeric1747 unique values
288602 missing
Total_Length_of_Fwd_Packetsnumeric17928 unique values
288602 missing
Total_Length_of_Bwd_Packetsnumeric64698 unique values
288602 missing
Fwd_Packet_Length_Maxnumeric5279 unique values
288602 missing
Fwd_Packet_Length_Minnumeric384 unique values
288602 missing
Fwd_Packet_Length_Meannumeric109091 unique values
288602 missing
Fwd_Packet_Length_Stdnumeric254384 unique values
288602 missing
Bwd_Packet_Length_Maxnumeric4838 unique values
288602 missing
Bwd_Packet_Length_Minnumeric583 unique values
288602 missing
Bwd_Packet_Length_Meannumeric154284 unique values
288602 missing
Bwd_Packet_Length_Stdnumeric249206 unique values
288602 missing
Flow_Bytes/snumeric1595244 unique values
289960 missing
Flow_Packets/snumeric1242273 unique values
288602 missing
Flow_IAT_Meannumeric1170377 unique values
288602 missing
Flow_IAT_Stdnumeric1057046 unique values
288602 missing
Flow_IAT_Maxnumeric580289 unique values
288602 missing
Flow_IAT_Minnumeric136316 unique values
288602 missing
Fwd_IAT_Totalnumeric493098 unique values
288602 missing
Fwd_IAT_Meannumeric738963 unique values
288602 missing
Fwd_IAT_Stdnumeric700372 unique values
288602 missing
Fwd_IAT_Maxnumeric437316 unique values
288602 missing
Fwd_IAT_Minnumeric110631 unique values
288602 missing
Bwd_IAT_Totalnumeric414928 unique values
288602 missing
Bwd_IAT_Meannumeric671985 unique values
288602 missing
Bwd_IAT_Stdnumeric709055 unique values
288602 missing
Bwd_IAT_Maxnumeric368285 unique values
288602 missing
Bwd_IAT_Minnumeric66074 unique values
288602 missing
Fwd_PSH_Flagsnumeric2 unique values
288602 missing
Bwd_PSH_Flagsnumeric1 unique values
288602 missing
Fwd_URG_Flagsnumeric2 unique values
288602 missing
Bwd_URG_Flagsnumeric1 unique values
288602 missing
Fwd_Header_Lengthnumeric3771 unique values
288602 missing
Bwd_Header_Lengthnumeric3945 unique values
288602 missing
Fwd_Packets/snumeric1222680 unique values
288602 missing
Bwd_Packets/snumeric1109941 unique values
288602 missing
Min_Packet_Lengthnumeric215 unique values
288602 missing
Max_Packet_Lengthnumeric5708 unique values
288602 missing
Packet_Length_Meannumeric226511 unique values
288602 missing
Packet_Length_Stdnumeric413401 unique values
288602 missing
Packet_Length_Variancenumeric408238 unique values
288602 missing
FIN_Flag_Countnumeric2 unique values
288602 missing
SYN_Flag_Countnumeric2 unique values
288602 missing
RST_Flag_Countnumeric2 unique values
288602 missing
PSH_Flag_Countnumeric2 unique values
288602 missing
ACK_Flag_Countnumeric2 unique values
288602 missing
URG_Flag_Countnumeric2 unique values
288602 missing
CWE_Flag_Countnumeric2 unique values
288602 missing
ECE_Flag_Countnumeric2 unique values
288602 missing
Down/Up_Rationumeric31 unique values
288602 missing
Average_Packet_Sizenumeric212207 unique values
288602 missing
Avg_Fwd_Segment_Sizenumeric99719 unique values
288602 missing
Avg_Bwd_Segment_Sizenumeric147611 unique values
288602 missing
Fwd_Header_Length.1numeric3771 unique values
288602 missing
Fwd_Avg_Bytes/Bulknumeric1 unique values
288602 missing
Fwd_Avg_Packets/Bulknumeric1 unique values
288602 missing
Fwd_Avg_Bulk_Ratenumeric1 unique values
288602 missing
Bwd_Avg_Bytes/Bulknumeric1 unique values
288602 missing
Bwd_Avg_Packets/Bulknumeric1 unique values
288602 missing
Bwd_Avg_Bulk_Ratenumeric1 unique values
288602 missing
Subflow_Fwd_Packetsnumeric1432 unique values
288602 missing
Subflow_Fwd_Bytesnumeric17928 unique values
288602 missing
Subflow_Bwd_Packetsnumeric1747 unique values
288602 missing
Subflow_Bwd_Bytesnumeric64738 unique values
288602 missing
Init_Win_bytes_forwardnumeric12151 unique values
288602 missing
Init_Win_bytes_backwardnumeric13112 unique values
288602 missing
act_data_pkt_fwdnumeric1093 unique values
288602 missing
min_seg_size_forwardnumeric28 unique values
288602 missing
Active_Meannumeric326583 unique values
288602 missing
Active_Stdnumeric202829 unique values
288602 missing
Active_Maxnumeric299565 unique values
288602 missing
Active_Minnumeric175670 unique values
288602 missing
Idle_Meannumeric222137 unique values
288602 missing
Idle_Stdnumeric197617 unique values
288602 missing
Idle_Maxnumeric149737 unique values
288602 missing
Idle_Minnumeric223888 unique values
288602 missing
Show all 88 features

19 properties

NumberOfInstances
3119345
Number of instances (rows) of the dataset.
NumberOfFeatures
88
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
24532528
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
289960
Number of instances with at least one value missing.
NumberOfNumericFeatures
80
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
9.3
Percentage of instances having missing values.
PercentageOfMissingValues
8.94
Percentage of missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfNumericFeatures
90.91
Percentage of numeric attributes.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

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