Data
cleaned-Edge-IIoTset

cleaned-Edge-IIoTset

active ARFF Creative Commons Attribution Visibility: public Uploaded 13-07-2023 by Jesus Cevallos
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Pre-cleaned version of Edge-IIoTset

49 features

Attack_label (target)numeric2 unique values
0 missing
Attack_type (target)string15 unique values
0 missing
attack_macro_cat (target)string6 unique values
0 missing
arp.opcodenumeric3 unique values
0 missing
arp.hw.sizenumeric2 unique values
0 missing
icmp.checksumnumeric54645 unique values
0 missing
icmp.seq_lenumeric56328 unique values
0 missing
icmp.unusednumeric1 unique values
0 missing
http.content_lengthnumeric43 unique values
0 missing
http.request.methodnominal9 unique values
0 missing
http.referernominal5 unique values
0 missing
http.request.versionnominal13 unique values
0 missing
http.responsenumeric2 unique values
0 missing
http.tls_portnumeric1 unique values
0 missing
tcp.acknumeric146980 unique values
0 missing
tcp.ack_rawnumeric915938 unique values
0 missing
tcp.checksumnumeric65536 unique values
0 missing
tcp.connection.finnumeric2 unique values
0 missing
tcp.connection.rstnumeric2 unique values
0 missing
tcp.connection.synnumeric2 unique values
0 missing
tcp.connection.synacknumeric2 unique values
0 missing
tcp.flagsnumeric9 unique values
0 missing
tcp.flags.acknumeric2 unique values
0 missing
tcp.lennumeric1485 unique values
0 missing
tcp.seqnumeric213310 unique values
0 missing
udp.streamnumeric120450 unique values
0 missing
udp.time_deltanumeric441 unique values
0 missing
dns.qry.namenumeric12450 unique values
0 missing
dns.qry.name.lennominal10 unique values
0 missing
dns.qry.qunumeric68 unique values
0 missing
dns.qry.typenumeric1 unique values
0 missing
dns.retransmissionnumeric4 unique values
0 missing
dns.retransmit_requestnumeric2 unique values
0 missing
dns.retransmit_request_innumeric2 unique values
0 missing
mqtt.conack.flagsnominal13 unique values
0 missing
mqtt.conflag.cleansessnumeric2 unique values
0 missing
mqtt.conflagsnumeric2 unique values
0 missing
mqtt.hdrflagsnumeric5 unique values
0 missing
mqtt.lennumeric4 unique values
0 missing
mqtt.msg_decoded_asnumeric1 unique values
0 missing
mqtt.msgtypenumeric5 unique values
0 missing
mqtt.proto_lennumeric2 unique values
0 missing
mqtt.protonamenominal3 unique values
0 missing
mqtt.topicnominal3 unique values
0 missing
mqtt.topic_lennumeric2 unique values
0 missing
mqtt.vernumeric2 unique values
0 missing
mbtcp.lennumeric8 unique values
0 missing
mbtcp.trans_idnumeric151 unique values
0 missing
mbtcp.unit_idnumeric6 unique values
0 missing

19 properties

1909671
Number of instances (rows) of the dataset.
49
Number of attributes (columns) of the dataset.
Number of distinct values of the target attribute (if it is nominal).
0
Number of missing values in the dataset.
0
Number of instances with at least one value missing.
40
Number of numeric attributes.
7
Number of nominal attributes.
Percentage of instances belonging to the least frequent class.
Number of instances belonging to the least frequent class.
0
Number of binary attributes.
0
Percentage of binary attributes.
0
Percentage of instances having missing values.
Average class difference between consecutive instances.
0
Percentage of missing values.
0
Number of attributes divided by the number of instances.
81.63
Percentage of numeric attributes.
Percentage of instances belonging to the most frequent class.
14.29
Percentage of nominal attributes.
Number of instances belonging to the most frequent class.

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