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padding-attack-dataset-OpenSSL097b-2023-04-28

padding-attack-dataset-OpenSSL097b-2023-04-28

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 2023-04-28 with server OpenSSL097b Attribute Names: 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 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 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 vulnerable_classes []

125 features

label (target)string11 unique values
0 missing
TLS0:tcp.srcportnumeric1 unique values
0 missing
TLS0:tcp.dstportnumeric14109 unique values
0 missing
TLS0:tcp.portnumeric1 unique values
0 missing
TLS0:tcp.streamnumeric219915 unique values
0 missing
TLS0:tcp.lennumeric1 unique values
0 missing
TLS0:tcp.seqnumeric1 unique values
0 missing
TLS0:tcp.nxtseqnumeric1 unique values
0 missing
TLS0:tcp.acknumeric1 unique values
0 missing
TLS0:tcp.hdr_lennumeric1 unique values
0 missing
TLS0:tcp.flags.resnumeric1 unique values
0 missing
TLS0:tcp.flags.nsnumeric1 unique values
0 missing
TLS0:tcp.flags.cwrnumeric1 unique values
0 missing
TLS0:tcp.flags.ecnnumeric1 unique values
0 missing
TLS0:tcp.flags.urgnumeric1 unique values
0 missing
TLS0:tcp.flags.acknumeric1 unique values
0 missing
TLS0:tcp.flags.pushnumeric1 unique values
0 missing
TLS0:tcp.flags.resetnumeric1 unique values
0 missing
TLS0:tcp.flags.synnumeric1 unique values
0 missing
TLS0:tcp.flags.finnumeric1 unique values
0 missing
TLS0:tcp.window_size_valuenumeric1 unique values
0 missing
TLS0:tcp.window_sizenumeric1 unique values
0 missing
TLS0:tcp.window_size_scalefactornumeric1 unique values
0 missing
TLS0:tcp.checksum.statusnumeric1 unique values
0 missing
TLS0:tcp.urgent_pointernumeric1 unique values
0 missing
TLS0:tcp.options.nopnumeric1 unique values
0 missing
TLS0:tcp.option_kindnumeric1 unique values
0 missing
TLS0:tcp.option_lennumeric1 unique values
0 missing
TLS0:tcp.options.timestamp.tsvalnumeric219915 unique values
0 missing
TLS0:tcp.time_deltanumeric2322 unique values
0 missing
TLS0:tls.record.content_typenumeric1 unique values
0 missing
TLS0:tls.record.lengthnumeric1 unique values
0 missing
TLS0:tls.alert_message.levelnumeric1 unique values
0 missing
TLS0:tls.alert_message.descnumeric1 unique values
0 missing
TLS0:ordernumeric2 unique values
0 missing
DISC0:tcp.srcportnumeric1 unique values
0 missing
DISC0:tcp.dstportnumeric14109 unique values
0 missing
DISC0:tcp.portnumeric1 unique values
0 missing
DISC0:tcp.streamnumeric219915 unique values
0 missing
DISC0:tcp.lennumeric1 unique values
0 missing
DISC0:tcp.seqnumeric1 unique values
0 missing
DISC0:tcp.nxtseqnumeric1 unique values
0 missing
DISC0:tcp.acknumeric1 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.pushnumeric1 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.tsvalnumeric219915 unique values
0 missing
DISC0:tcp.time_deltanumeric140 unique values
0 missing
DISC0:ordernumeric2 unique values
0 missing
DISC1:tcp.srcportnumeric1 unique values
0 missing
DISC1:tcp.dstportnumeric14109 unique values
0 missing
DISC1:tcp.portnumeric1 unique values
0 missing
DISC1:tcp.streamnumeric219915 unique values
0 missing
DISC1:tcp.lennumeric1 unique values
0 missing
DISC1:tcp.seqnumeric1 unique values
0 missing
DISC1:tcp.nxtseqnumeric1 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.pushnumeric1 unique values
0 missing
DISC1:tcp.flags.resetnumeric1 unique values
0 missing
DISC1:tcp.flags.synnumeric1 unique values
0 missing
DISC1:tcp.flags.finnumeric1 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.tsvalnumeric219915 unique values
0 missing
DISC1:tcp.time_deltanumeric46 unique values
0 missing
DISC1:ordernumeric2 unique values
0 missing
CCS0:tcp.srcportnumeric1 unique values
219914 missing
CCS0:tcp.dstportnumeric1 unique values
219914 missing
CCS0:tcp.portnumeric1 unique values
219914 missing
CCS0:tcp.streamnumeric1 unique values
219914 missing
CCS0:tcp.lennumeric1 unique values
219914 missing
CCS0:tcp.seqnumeric1 unique values
219914 missing
CCS0:tcp.nxtseqnumeric1 unique values
219914 missing
CCS0:tcp.acknumeric1 unique values
219914 missing
CCS0:tcp.hdr_lennumeric1 unique values
219914 missing
CCS0:tcp.flags.resnumeric1 unique values
219914 missing
CCS0:tcp.flags.nsnumeric1 unique values
219914 missing
CCS0:tcp.flags.cwrnumeric1 unique values
219914 missing
CCS0:tcp.flags.ecnnumeric1 unique values
219914 missing
CCS0:tcp.flags.urgnumeric1 unique values
219914 missing
CCS0:tcp.flags.acknumeric1 unique values
219914 missing
CCS0:tcp.flags.pushnumeric1 unique values
219914 missing
CCS0:tcp.flags.resetnumeric1 unique values
219914 missing
CCS0:tcp.flags.synnumeric1 unique values
219914 missing
CCS0:tcp.flags.finnumeric1 unique values
219914 missing
CCS0:tcp.window_size_valuenumeric1 unique values
219914 missing
CCS0:tcp.window_sizenumeric1 unique values
219914 missing
CCS0:tcp.window_size_scalefactornumeric1 unique values
219914 missing
CCS0:tcp.checksum.statusnumeric1 unique values
219914 missing
CCS0:tcp.urgent_pointernumeric1 unique values
219914 missing
CCS0:tcp.options.nopnumeric1 unique values
219914 missing
CCS0:tcp.option_kindnumeric1 unique values
219914 missing
CCS0:tcp.option_lennumeric1 unique values
219914 missing
CCS0:tcp.options.timestamp.tsvalnumeric1 unique values
219914 missing
CCS0:tcp.time_deltanumeric1 unique values
219914 missing
CCS0:ordernumeric1 unique values
219914 missing
Show first 100 features

19 properties

NumberOfInstances
219915
Number of instances (rows) of the dataset.
NumberOfFeatures
125
Number of attributes (columns) of the dataset.
NumberOfClasses
11
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
6597420
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
219914
Number of instances with at least one value missing.
NumberOfNumericFeatures
124
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
100
Percentage of instances having missing values.
AutoCorrelation
1
Average class difference between consecutive instances.
PercentageOfMissingValues
24
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
99.2
Percentage of numeric attributes.
MajorityClassPercentage
9.21
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
20257
Number of instances belonging to the most frequent class.
MinorityClassPercentage
8.99
Percentage of instances belonging to the least frequent class.
MinorityClassSize
19781
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

1 tasks

Supervised Classification on padding-attack-dataset-OpenSSL097b-2023-04-28
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: label
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