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padding-attack-dataset-DamnVulnerableOpenSSL-2023-04-28

padding-attack-dataset-DamnVulnerableOpenSSL-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 DamnVulnerableOpenSSL 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 vulnerable_classes [0X00 In Pkcs#1 Padding (First 8 Bytes After 0X00 0X02), 0X00 On The Last Position (|Pms| = 0), 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)]

95 features

label (target)string11 unique values
0 missing
TLS0:tcp.srcportnumeric1 unique values
0 missing
TLS0:tcp.dstportnumeric14107 unique values
0 missing
TLS0:tcp.portnumeric1 unique values
0 missing
TLS0:tcp.streamnumeric219920 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.tsvalnumeric219920 unique values
0 missing
TLS0:tcp.time_deltanumeric1497 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.descnumeric2 unique values
0 missing
TLS0:ordernumeric1 unique values
0 missing
DISC0:tcp.srcportnumeric1 unique values
0 missing
DISC0:tcp.dstportnumeric14107 unique values
0 missing
DISC0:tcp.portnumeric1 unique values
0 missing
DISC0:tcp.streamnumeric219920 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.tsvalnumeric219920 unique values
0 missing
DISC0:tcp.time_deltanumeric122 unique values
0 missing
DISC0:ordernumeric1 unique values
0 missing
DISC1:tcp.srcportnumeric1 unique values
0 missing
DISC1:tcp.dstportnumeric14107 unique values
0 missing
DISC1:tcp.portnumeric1 unique values
0 missing
DISC1:tcp.streamnumeric219920 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.acknumeric2 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.resetnumeric2 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.tsvalnumeric219920 unique values
0 missing
DISC1:tcp.time_deltanumeric52 unique values
0 missing
DISC1:ordernumeric1 unique values
0 missing
Show all 95 features

19 properties

NumberOfInstances
219920
Number of instances (rows) of the dataset.
NumberOfFeatures
95
Number of attributes (columns) of the dataset.
NumberOfClasses
11
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
94
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
AutoCorrelation
1
Average class difference between consecutive instances.
PercentageOfMissingValues
0
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
98.95
Percentage of numeric attributes.
MajorityClassPercentage
9.15
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
20123
Number of instances belonging to the most frequent class.
MinorityClassPercentage
9.02
Percentage of instances belonging to the least frequent class.
MinorityClassSize
19838
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-DamnVulnerableOpenSSL-2023-04-28
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: label
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