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padding-attack-dataset-panos-2023-12-13

padding-attack-dataset-panos-2023-12-13

active ARFF Open Database License (ODbL) Visibility: public Uploaded 27-02-2024 by Pritha Gupta
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Bleichenbacher Padding Attack: Dataset created on 2023-12-13 with server panos Attribute Names: CCS0:tcp.srcport CCS0:tcp.dstport CCS0:tcp.port CCS0:tcp.stream CCS0:tcp.len CCS0:tcp.seq CCS0:tcp.nxtseq CCS0:tcp.ack CCS0:tcp.hdr_len CCS0:tcp.flags.res CCS0:tcp.flags.ns CCS0:tcp.flags.cwr CCS0:tcp.flags.ecn CCS0:tcp.flags.urg CCS0:tcp.flags.ack CCS0:tcp.flags.push CCS0:tcp.flags.reset CCS0:tcp.flags.syn CCS0:tcp.flags.fin CCS0:tcp.window_size_value CCS0:tcp.window_size CCS0:tcp.window_size_scalefactor CCS0:tcp.checksum.status CCS0:tcp.urgent_pointer CCS0:tcp.options.nop CCS0:tcp.option_kind CCS0:tcp.option_len CCS0:tcp.options.timestamp.tsval CCS0:tcp.time_delta CCS0:order DISC0:tcp.srcport DISC0:tcp.dstport DISC0:tcp.port DISC0:tcp.stream DISC0:tcp.len DISC0:tcp.seq DISC0:tcp.nxtseq DISC0:tcp.ack DISC0:tcp.hdr_len DISC0:tcp.flags.res DISC0:tcp.flags.ns DISC0:tcp.flags.cwr DISC0:tcp.flags.ecn DISC0:tcp.flags.urg DISC0:tcp.flags.ack DISC0:tcp.flags.push DISC0:tcp.flags.reset DISC0:tcp.flags.syn DISC0:tcp.flags.fin DISC0:tcp.window_size_value DISC0:tcp.window_size DISC0:tcp.window_size_scalefactor DISC0:tcp.checksum.status DISC0:tcp.urgent_pointer DISC0:tcp.options.nop DISC0:tcp.option_kind DISC0:tcp.option_len DISC0:tcp.options.timestamp.tsval DISC0:tcp.time_delta DISC0:order DISC1:tcp.srcport DISC1:tcp.dstport DISC1:tcp.port DISC1:tcp.stream DISC1:tcp.len DISC1:tcp.seq DISC1:tcp.nxtseq DISC1:tcp.ack DISC1:tcp.hdr_len DISC1:tcp.flags.res DISC1:tcp.flags.ns DISC1:tcp.flags.cwr DISC1:tcp.flags.ecn DISC1:tcp.flags.urg DISC1:tcp.flags.ack DISC1:tcp.flags.push DISC1:tcp.flags.reset DISC1:tcp.flags.syn DISC1:tcp.flags.fin DISC1:tcp.window_size_value DISC1:tcp.window_size DISC1:tcp.window_size_scalefactor DISC1:tcp.checksum.status DISC1:tcp.urgent_pointer DISC1:tcp.options.nop DISC1:tcp.option_kind DISC1:tcp.option_len DISC1:tcp.options.timestamp.tsval DISC1:tcp.time_delta DISC1:order TLS0:tcp.srcport TLS0:tcp.dstport TLS0:tcp.port TLS0:tcp.stream TLS0:tcp.len TLS0:tcp.seq TLS0:tcp.nxtseq TLS0:tcp.ack TLS0:tcp.hdr_len TLS0:tcp.flags.res TLS0:tcp.flags.ns TLS0:tcp.flags.cwr TLS0:tcp.flags.ecn TLS0:tcp.flags.urg TLS0:tcp.flags.ack TLS0:tcp.flags.push TLS0:tcp.flags.reset TLS0:tcp.flags.syn TLS0:tcp.flags.fin TLS0:tcp.window_size_value TLS0:tcp.window_size TLS0:tcp.window_size_scalefactor TLS0:tcp.checksum.status TLS0:tcp.urgent_pointer TLS0:tcp.options.nop TLS0:tcp.option_kind TLS0:tcp.option_len TLS0:tcp.options.timestamp.tsval TLS0:tcp.time_delta TLS0:tls.record.content_type TLS0:tls.record.length TLS0:tls.alert_message.level TLS0:tls.alert_message.desc TLS0:order TLS1:tcp.srcport TLS1:tcp.dstport TLS1:tcp.port TLS1:tcp.stream TLS1:tcp.len TLS1:tcp.seq TLS1:tcp.nxtseq TLS1:tcp.ack TLS1:tcp.hdr_len TLS1:tcp.flags.res TLS1:tcp.flags.ns TLS1:tcp.flags.cwr TLS1:tcp.flags.ecn TLS1:tcp.flags.urg TLS1:tcp.flags.ack TLS1:tcp.flags.push TLS1:tcp.flags.reset TLS1:tcp.flags.syn TLS1:tcp.flags.fin TLS1:tcp.window_size_value TLS1:tcp.window_size TLS1:tcp.window_size_scalefactor TLS1:tcp.checksum.status TLS1:tcp.urgent_pointer TLS1:tcp.options.nop TLS1:tcp.option_kind TLS1:tcp.option_len TLS1:tcp.options.timestamp.tsval TLS1:tcp.time_delta TLS1:tls.record.content_type TLS1:tls.record.length TLS1:tls.alert_message.level TLS1:tls.alert_message.desc TLS1:order DISC0:tls.record.content_type DISC0:tls.record.length DISC0:tls.alert_message.level DISC0:tls.alert_message.desc DISC1:tls.record.content_type DISC1:tls.record.length DISC1:tls.alert_message.level DISC1:tls.alert_message.desc DISC2:tcp.srcport DISC2:tcp.dstport DISC2:tcp.port DISC2:tcp.stream DISC2:tcp.len DISC2:tcp.seq DISC2:tcp.nxtseq DISC2:tcp.ack DISC2:tcp.hdr_len DISC2:tcp.flags.res DISC2:tcp.flags.ns DISC2:tcp.flags.cwr DISC2:tcp.flags.ecn DISC2:tcp.flags.urg DISC2:tcp.flags.ack DISC2:tcp.flags.push DISC2:tcp.flags.reset DISC2:tcp.flags.syn DISC2:tcp.flags.fin DISC2:tcp.window_size_value DISC2:tcp.window_size DISC2:tcp.window_size_scalefactor DISC2:tcp.checksum.status DISC2:tcp.urgent_pointer DISC2:tcp.options.nop DISC2:tcp.option_kind DISC2:tcp.option_len DISC2:tcp.options.timestamp.tsval DISC2:tcp.time_delta DISC2:order vulnerable_classes [0X00 In Pkcs#1 Padding (First 8 Bytes After 0X00 0X02), 0X00 In Some Padding Byte, Correctly Formatted Pkcs#1 Pms Message But 1 Byte Shorter, No 0X00 In Message, Wrong First Byte (0X00 Set To 0X17), Wrong Second Byte (0X02 Set To 0X17)]

197 features

label (target)string11 unique values
0 missing
CCS0:tcp.srcportnumeric1 unique values
5231 missing
CCS0:tcp.dstportnumeric2383 unique values
5231 missing
CCS0:tcp.portnumeric1 unique values
5231 missing
CCS0:tcp.streamnumeric2638 unique values
5231 missing
CCS0:tcp.lennumeric1 unique values
5231 missing
CCS0:tcp.seqnumeric1 unique values
5231 missing
CCS0:tcp.nxtseqnumeric1 unique values
5231 missing
CCS0:tcp.acknumeric1 unique values
5231 missing
CCS0:tcp.hdr_lennumeric1 unique values
5231 missing
CCS0:tcp.flags.resnumeric1 unique values
5231 missing
CCS0:tcp.flags.nsnumeric1 unique values
5231 missing
CCS0:tcp.flags.cwrnumeric1 unique values
5231 missing
CCS0:tcp.flags.ecnnumeric1 unique values
5231 missing
CCS0:tcp.flags.urgnumeric1 unique values
5231 missing
CCS0:tcp.flags.acknumeric1 unique values
5231 missing
CCS0:tcp.flags.pushnumeric1 unique values
5231 missing
CCS0:tcp.flags.resetnumeric1 unique values
5231 missing
CCS0:tcp.flags.synnumeric1 unique values
5231 missing
CCS0:tcp.flags.finnumeric1 unique values
5231 missing
CCS0:tcp.window_size_valuenumeric1 unique values
5231 missing
CCS0:tcp.window_sizenumeric1 unique values
5231 missing
CCS0:tcp.window_size_scalefactornumeric1 unique values
5231 missing
CCS0:tcp.checksum.statusnumeric1 unique values
5231 missing
CCS0:tcp.urgent_pointernumeric1 unique values
5231 missing
CCS0:tcp.options.nopnumeric1 unique values
5231 missing
CCS0:tcp.option_kindnumeric1 unique values
5231 missing
CCS0:tcp.option_lennumeric1 unique values
5231 missing
CCS0:tcp.options.timestamp.tsvalnumeric2638 unique values
5231 missing
CCS0:tcp.time_deltanumeric1265 unique values
5231 missing
CCS0:ordernumeric1 unique values
5231 missing
DISC0:tcp.srcportnumeric1 unique values
0 missing
DISC0:tcp.dstportnumeric6039 unique values
0 missing
DISC0:tcp.portnumeric1 unique values
0 missing
DISC0:tcp.streamnumeric7869 unique values
0 missing
DISC0:tcp.lennumeric2 unique values
0 missing
DISC0:tcp.seqnumeric3 unique values
0 missing
DISC0:tcp.nxtseqnumeric3 unique values
0 missing
DISC0:tcp.acknumeric2 unique values
0 missing
DISC0:tcp.hdr_lennumeric1 unique values
0 missing
DISC0:tcp.flags.resnumeric1 unique values
0 missing
DISC0:tcp.flags.nsnumeric1 unique values
0 missing
DISC0:tcp.flags.cwrnumeric1 unique values
0 missing
DISC0:tcp.flags.ecnnumeric1 unique values
0 missing
DISC0:tcp.flags.urgnumeric1 unique values
0 missing
DISC0:tcp.flags.acknumeric1 unique values
0 missing
DISC0:tcp.flags.pushnumeric2 unique values
0 missing
DISC0:tcp.flags.resetnumeric1 unique values
0 missing
DISC0:tcp.flags.synnumeric1 unique values
0 missing
DISC0:tcp.flags.finnumeric1 unique values
0 missing
DISC0:tcp.window_size_valuenumeric1 unique values
0 missing
DISC0:tcp.window_sizenumeric1 unique values
0 missing
DISC0:tcp.window_size_scalefactornumeric1 unique values
0 missing
DISC0:tcp.checksum.statusnumeric1 unique values
0 missing
DISC0:tcp.urgent_pointernumeric1 unique values
0 missing
DISC0:tcp.options.nopnumeric1 unique values
0 missing
DISC0:tcp.option_kindnumeric1 unique values
0 missing
DISC0:tcp.option_lennumeric1 unique values
0 missing
DISC0:tcp.options.timestamp.tsvalnumeric7869 unique values
0 missing
DISC0:tcp.time_deltanumeric4851 unique values
0 missing
DISC0:ordernumeric3 unique values
0 missing
DISC1:tcp.srcportnumeric1 unique values
0 missing
DISC1:tcp.dstportnumeric6039 unique values
0 missing
DISC1:tcp.portnumeric1 unique values
0 missing
DISC1:tcp.streamnumeric7869 unique values
0 missing
DISC1:tcp.lennumeric2 unique values
0 missing
DISC1:tcp.seqnumeric3 unique values
0 missing
DISC1:tcp.nxtseqnumeric5 unique values
0 missing
DISC1:tcp.acknumeric1 unique values
0 missing
DISC1:tcp.hdr_lennumeric1 unique values
0 missing
DISC1:tcp.flags.resnumeric1 unique values
0 missing
DISC1:tcp.flags.nsnumeric1 unique values
0 missing
DISC1:tcp.flags.cwrnumeric1 unique values
0 missing
DISC1:tcp.flags.ecnnumeric1 unique values
0 missing
DISC1:tcp.flags.urgnumeric1 unique values
0 missing
DISC1:tcp.flags.acknumeric1 unique values
0 missing
DISC1:tcp.flags.pushnumeric2 unique values
0 missing
DISC1:tcp.flags.resetnumeric2 unique values
0 missing
DISC1:tcp.flags.synnumeric1 unique values
0 missing
DISC1:tcp.flags.finnumeric2 unique values
0 missing
DISC1:tcp.window_size_valuenumeric1 unique values
0 missing
DISC1:tcp.window_sizenumeric1 unique values
0 missing
DISC1:tcp.window_size_scalefactornumeric1 unique values
0 missing
DISC1:tcp.checksum.statusnumeric1 unique values
0 missing
DISC1:tcp.urgent_pointernumeric1 unique values
0 missing
DISC1:tcp.options.nopnumeric1 unique values
0 missing
DISC1:tcp.option_kindnumeric1 unique values
0 missing
DISC1:tcp.option_lennumeric1 unique values
0 missing
DISC1:tcp.options.timestamp.tsvalnumeric7869 unique values
0 missing
DISC1:tcp.time_deltanumeric7036 unique values
0 missing
DISC1:ordernumeric3 unique values
0 missing
TLS0:tcp.srcportnumeric1 unique values
1295 missing
TLS0:tcp.dstportnumeric5282 unique values
1295 missing
TLS0:tcp.portnumeric1 unique values
1295 missing
TLS0:tcp.streamnumeric6574 unique values
1295 missing
TLS0:tcp.lennumeric1 unique values
1295 missing
TLS0:tcp.seqnumeric1 unique values
1295 missing
TLS0:tcp.nxtseqnumeric1 unique values
1295 missing
TLS0:tcp.acknumeric1 unique values
1295 missing
TLS0:tcp.hdr_lennumeric1 unique values
1295 missing
TLS0:tcp.flags.resnumeric1 unique values
1295 missing
TLS0:tcp.flags.nsnumeric1 unique values
1295 missing
TLS0:tcp.flags.cwrnumeric1 unique values
1295 missing
TLS0:tcp.flags.ecnnumeric1 unique values
1295 missing
TLS0:tcp.flags.urgnumeric1 unique values
1295 missing
TLS0:tcp.flags.acknumeric1 unique values
1295 missing
TLS0:tcp.flags.pushnumeric1 unique values
1295 missing
TLS0:tcp.flags.resetnumeric1 unique values
1295 missing
TLS0:tcp.flags.synnumeric1 unique values
1295 missing
TLS0:tcp.flags.finnumeric1 unique values
1295 missing
TLS0:tcp.window_size_valuenumeric1 unique values
1295 missing
TLS0:tcp.window_sizenumeric1 unique values
1295 missing
TLS0:tcp.window_size_scalefactornumeric1 unique values
1295 missing
TLS0:tcp.checksum.statusnumeric1 unique values
1295 missing
TLS0:tcp.urgent_pointernumeric1 unique values
1295 missing
TLS0:tcp.options.nopnumeric1 unique values
1295 missing
TLS0:tcp.option_kindnumeric1 unique values
1295 missing
TLS0:tcp.option_lennumeric1 unique values
1295 missing
TLS0:tcp.options.timestamp.tsvalnumeric6574 unique values
1295 missing
TLS0:tcp.time_deltanumeric5955 unique values
1295 missing
TLS0:tls.record.content_typenumeric1 unique values
1295 missing
TLS0:tls.record.lengthnumeric1 unique values
1295 missing
TLS0:tls.alert_message.levelnumeric1 unique values
1295 missing
TLS0:tls.alert_message.descnumeric1 unique values
1295 missing
TLS0:ordernumeric2 unique values
1295 missing
TLS1:tcp.srcportnumeric1 unique values
3501 missing
TLS1:tcp.dstportnumeric3764 unique values
3501 missing
TLS1:tcp.portnumeric1 unique values
3501 missing
TLS1:tcp.streamnumeric4368 unique values
3501 missing
TLS1:tcp.lennumeric1 unique values
3501 missing
TLS1:tcp.seqnumeric1 unique values
3501 missing
TLS1:tcp.nxtseqnumeric1 unique values
3501 missing
TLS1:tcp.acknumeric1 unique values
3501 missing
TLS1:tcp.hdr_lennumeric1 unique values
3501 missing
TLS1:tcp.flags.resnumeric1 unique values
3501 missing
TLS1:tcp.flags.nsnumeric1 unique values
3501 missing
TLS1:tcp.flags.cwrnumeric1 unique values
3501 missing
TLS1:tcp.flags.ecnnumeric1 unique values
3501 missing
TLS1:tcp.flags.urgnumeric1 unique values
3501 missing
TLS1:tcp.flags.acknumeric1 unique values
3501 missing
TLS1:tcp.flags.pushnumeric1 unique values
3501 missing
TLS1:tcp.flags.resetnumeric1 unique values
3501 missing
TLS1:tcp.flags.synnumeric1 unique values
3501 missing
TLS1:tcp.flags.finnumeric1 unique values
3501 missing
TLS1:tcp.window_size_valuenumeric1 unique values
3501 missing
TLS1:tcp.window_sizenumeric1 unique values
3501 missing
TLS1:tcp.window_size_scalefactornumeric1 unique values
3501 missing
TLS1:tcp.checksum.statusnumeric1 unique values
3501 missing
TLS1:tcp.urgent_pointernumeric1 unique values
3501 missing
TLS1:tcp.options.nopnumeric1 unique values
3501 missing
TLS1:tcp.option_kindnumeric1 unique values
3501 missing
TLS1:tcp.option_lennumeric1 unique values
3501 missing
TLS1:tcp.options.timestamp.tsvalnumeric4368 unique values
3501 missing
TLS1:tcp.time_deltanumeric43 unique values
3501 missing
TLS1:tls.record.content_typenumeric1 unique values
3501 missing
TLS1:tls.record.lengthnumeric1 unique values
3501 missing
TLS1:tls.alert_message.levelnumeric1 unique values
3501 missing
TLS1:tls.alert_message.descnumeric1 unique values
3501 missing
TLS1:ordernumeric2 unique values
3501 missing
DISC0:tls.record.content_typenumeric1 unique values
6582 missing
DISC0:tls.record.lengthnumeric1 unique values
6582 missing
DISC0:tls.alert_message.levelnumeric1 unique values
6582 missing
DISC0:tls.alert_message.descnumeric1 unique values
6582 missing
DISC1:tls.record.content_typenumeric1 unique values
7842 missing
DISC1:tls.record.lengthnumeric1 unique values
7842 missing
DISC1:tls.alert_message.levelnumeric1 unique values
7842 missing
DISC1:tls.alert_message.descnumeric1 unique values
7842 missing
DISC2:tcp.srcportnumeric1 unique values
7836 missing
DISC2:tcp.dstportnumeric33 unique values
7836 missing
DISC2:tcp.portnumeric1 unique values
7836 missing
DISC2:tcp.streamnumeric33 unique values
7836 missing
DISC2:tcp.lennumeric1 unique values
7836 missing
DISC2:tcp.seqnumeric2 unique values
7836 missing
DISC2:tcp.nxtseqnumeric2 unique values
7836 missing
DISC2:tcp.acknumeric1 unique values
7836 missing
DISC2:tcp.hdr_lennumeric1 unique values
7836 missing
DISC2:tcp.flags.resnumeric1 unique values
7836 missing
DISC2:tcp.flags.nsnumeric1 unique values
7836 missing
DISC2:tcp.flags.cwrnumeric1 unique values
7836 missing
DISC2:tcp.flags.ecnnumeric1 unique values
7836 missing
DISC2:tcp.flags.urgnumeric1 unique values
7836 missing
DISC2:tcp.flags.acknumeric1 unique values
7836 missing
DISC2:tcp.flags.pushnumeric1 unique values
7836 missing
DISC2:tcp.flags.resetnumeric1 unique values
7836 missing
DISC2:tcp.flags.synnumeric1 unique values
7836 missing
DISC2:tcp.flags.finnumeric1 unique values
7836 missing
DISC2:tcp.window_size_valuenumeric1 unique values
7836 missing
DISC2:tcp.window_sizenumeric1 unique values
7836 missing
DISC2:tcp.window_size_scalefactornumeric1 unique values
7836 missing
DISC2:tcp.checksum.statusnumeric1 unique values
7836 missing
DISC2:tcp.urgent_pointernumeric1 unique values
7836 missing
DISC2:tcp.options.nopnumeric1 unique values
7836 missing
DISC2:tcp.option_kindnumeric1 unique values
7836 missing
DISC2:tcp.option_lennumeric1 unique values
7836 missing
DISC2:tcp.options.timestamp.tsvalnumeric33 unique values
7836 missing
DISC2:tcp.time_deltanumeric33 unique values
7836 missing
DISC2:ordernumeric2 unique values
7836 missing

19 properties

7869
Number of instances (rows) of the dataset.
197
Number of attributes (columns) of the dataset.
11
Number of distinct values of the target attribute (if it is nominal).
612770
Number of missing values in the dataset.
7869
Number of instances with at least one value missing.
196
Number of numeric attributes.
0
Number of nominal attributes.
0
Percentage of binary attributes.
100
Percentage of instances having missing values.
39.53
Percentage of missing values.
1
Average class difference between consecutive instances.
99.49
Percentage of numeric attributes.
0.03
Number of attributes divided by the number of instances.
0
Percentage of nominal attributes.
9.49
Percentage of instances belonging to the most frequent class.
747
Number of instances belonging to the most frequent class.
8.3
Percentage of instances belonging to the least frequent class.
653
Number of instances belonging to the least frequent class.
0
Number of binary attributes.

1 tasks

0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: label
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