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timing-attack-dataset-30-micro-seconds-delay-2022-09-15

timing-attack-dataset-30-micro-seconds-delay-2022-09-15

active ARFF Open Database License (ODbL) Visibility: public Uploaded 30-05-2023 by Barnes
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Bleichenbacher Timing Attack: 30 micro seconds dataset created on 2022-09-15 Attribute Descriptions: CCS0:tcp.srcport: TCP Source Port of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.dstport: TCP Destination Port of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.port: TCP Source or Destination Port of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.stream: TCP Stream index of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.len: TCP Segment Len of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.seq: TCP Sequence Number of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.nxtseq: TCP Next Sequence Number of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.ack: TCP Acknowledgment Number of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.hdr_len: TCP 1000 .... = Header Length of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.flags.res: TCP 000. .... .... = Reserved of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.flags.ns: TCP ...0 .... .... = Nonce of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.flags.cwr: TCP .... 0... .... = Congestion Window Reduced (CWR) of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.flags.ecn: TCP .... .0.. .... = ECN-Echo of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.flags.urg: TCP .... ..0. .... = Urgent of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.flags.ack: TCP .... ...1 .... = Acknowledgment of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.flags.push: TCP .... .... 0... = Push of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.flags.reset: TCP .... .... .0.. = Reset of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.flags.syn: TCP .... .... ..0. = Syn of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.flags.fin: TCP .... .... ...0 = Fin of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.window_size_value: TCP Window of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.window_size: TCP Calculated window size of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.window_size_scalefactor: TCP Window size scaling factor of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.checksum.status: TCP Checksum Status of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.urgent_pointer: TCP Urgent Pointer of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.options.nop: TCP tcp.options.nop of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.option_kind: TCP Kind of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.option_len: TCP Length of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.options.timestamp.tsval: TCP Timestamp value of the first Change Cipher Spec TCP Acknowledgement CCS0:tcp.time_delta: Time since previous frame in this TCP stream of the first Change Cipher Spec TCP Acknowledgement CCS0:order: Message order of the first Change Cipher Spec TCP Acknowledgement within the server responses TLS0:tcp.srcport: TCP Source Port of the first TLS Alert TLS0:tcp.dstport: TCP Destination Port of the first TLS Alert TLS0:tcp.port: TCP Source or Destination Port of the first TLS Alert TLS0:tcp.stream: TCP Stream index of the first TLS Alert TLS0:tcp.len: TCP Segment Len of the first TLS Alert TLS0:tcp.seq: TCP Sequence Number of the first TLS Alert TLS0:tcp.nxtseq: TCP Next Sequence Number of the first TLS Alert TLS0:tcp.ack: TCP Acknowledgment Number of the first TLS Alert TLS0:tcp.hdr_len: TCP 1000 .... = Header Length of the first TLS Alert TLS0:tcp.flags.res: TCP 000. .... .... = Reserved of the first TLS Alert TLS0:tcp.flags.ns: TCP ...0 .... .... = Nonce of the first TLS Alert TLS0:tcp.flags.cwr: TCP .... 0... .... = Congestion Window Reduced (CWR) of the first TLS Alert TLS0:tcp.flags.ecn: TCP .... .0.. .... = ECN-Echo of the first TLS Alert TLS0:tcp.flags.urg: TCP .... ..0. .... = Urgent of the first TLS Alert TLS0:tcp.flags.ack: TCP .... ...1 .... = Acknowledgment of the first TLS Alert TLS0:tcp.flags.push: TCP .... .... 1... = Push of the first TLS Alert TLS0:tcp.flags.reset: TCP .... .... .0.. = Reset of the first TLS Alert TLS0:tcp.flags.syn: TCP .... .... ..0. = Syn of the first TLS Alert TLS0:tcp.flags.fin: TCP .... .... ...0 = Fin of the first TLS Alert TLS0:tcp.window_size_value: TCP Window of the first TLS Alert TLS0:tcp.window_size: TCP Calculated window size of the first TLS Alert TLS0:tcp.window_size_scalefactor: TCP Window size scaling factor of the first TLS Alert TLS0:tcp.checksum.status: TCP Checksum Status of the first TLS Alert TLS0:tcp.urgent_pointer: TCP Urgent Pointer of the first TLS Alert TLS0:tcp.options.nop: TCP tcp.options.nop of the first TLS Alert TLS0:tcp.option_kind: TCP Kind of the first TLS Alert TLS0:tcp.option_len: TCP Length of the first TLS Alert TLS0:tcp.options.timestamp.tsval: TCP Timestamp value of the first TLS Alert TLS0:tcp.time_delta: Time since previous frame in this TCP stream of the first TLS Alert TLS0:tls.record.content_type: TLS Content Type of the first TLS Alert TLS0:tls.record.length: TLS Length of the first TLS Alert TLS0:tls.alert_message.level: TLS Level of the first TLS Alert TLS0:tls.alert_message.desc: TLS Description of the first TLS Alert TLS0:order: Message order of the first TLS Alert within the server responses DISC0:tcp.srcport: TCP Source Port of the first TCP Disconnect DISC0:tcp.dstport: TCP Destination Port of the first TCP Disconnect DISC0:tcp.port: TCP Source or Destination Port of the first TCP Disconnect DISC0:tcp.stream: TCP Stream index of the first TCP Disconnect DISC0:tcp.len: TCP Segment Len of the first TCP Disconnect DISC0:tcp.seq: TCP Sequence Number of the first TCP Disconnect DISC0:tcp.nxtseq: TCP Next Sequence Number of the first TCP Disconnect DISC0:tcp.ack: TCP Acknowledgment Number of the first TCP Disconnect DISC0:tcp.hdr_len: TCP 1000 .... = Header Length of the first TCP Disconnect DISC0:tcp.flags.res: TCP 000. .... .... = Reserved of the first TCP Disconnect DISC0:tcp.flags.ns: TCP ...0 .... .... = Nonce of the first TCP Disconnect DISC0:tcp.flags.cwr: TCP .... 0... .... = Congestion Window Reduced (CWR) of the first TCP Disconnect DISC0:tcp.flags.ecn: TCP .... .0.. .... = ECN-Echo of the first TCP Disconnect DISC0:tcp.flags.urg: TCP .... ..0. .... = Urgent of the first TCP Disconnect DISC0:tcp.flags.ack: TCP .... ...1 .... = Acknowledgment of the first TCP Disconnect DISC0:tcp.flags.push: TCP .... .... 0... = Push of the first TCP Disconnect DISC0:tcp.flags.reset: TCP .... .... .0.. = Reset of the first TCP Disconnect DISC0:tcp.flags.syn: TCP .... .... ..0. = Syn of the first TCP Disconnect DISC0:tcp.flags.fin: TCP .... .... ...1 = Fin of the first TCP Disconnect DISC0:tcp.window_size_value: TCP Window of the first TCP Disconnect DISC0:tcp.window_size: TCP Calculated window size of the first TCP Disconnect DISC0:tcp.window_size_scalefactor: TCP Window size scaling factor of the first TCP Disconnect DISC0:tcp.checksum.status: TCP Checksum Status of the first TCP Disconnect DISC0:tcp.urgent_pointer: TCP Urgent Pointer of the first TCP Disconnect DISC0:tcp.options.nop: TCP tcp.options.nop of the first TCP Disconnect DISC0:tcp.option_kind: TCP Kind of the first TCP Disconnect DISC0:tcp.option_len: TCP Length of the first TCP Disconnect DISC0:tcp.options.timestamp.tsval: TCP Timestamp value of the first TCP Disconnect DISC0:tcp.time_delta: Time since previous frame in this TCP stream of the first TCP Disconnect DISC0:order: Message order of the first TCP Disconnect within the server responses DISC1:tcp.srcport: TCP Source Port of the second TCP Disconnect DISC1:tcp.dstport: TCP Destination Port of the second TCP Disconnect DISC1:tcp.port: TCP Source or Destination Port of the second TCP Disconnect DISC1:tcp.stream: TCP Stream index of the second TCP Disconnect DISC1:tcp.len: TCP Segment Len of the second TCP Disconnect DISC1:tcp.seq: TCP Sequence Number of the second TCP Disconnect DISC1:tcp.nxtseq: TCP Next Sequence Number of the second TCP Disconnect DISC1:tcp.ack: TCP Acknowledgment Number of the second TCP Disconnect DISC1:tcp.hdr_len: TCP 1000 .... = Header Length of the second TCP Disconnect DISC1:tcp.flags.res: TCP 000. .... .... = Reserved of the second TCP Disconnect DISC1:tcp.flags.ns: TCP ...0 .... .... = Nonce of the second TCP Disconnect DISC1:tcp.flags.cwr: TCP .... 0... .... = Congestion Window Reduced (CWR) of the second TCP Disconnect DISC1:tcp.flags.ecn: TCP .... .0.. .... = ECN-Echo of the second TCP Disconnect DISC1:tcp.flags.urg: TCP .... ..0. .... = Urgent of the second TCP Disconnect DISC1:tcp.flags.ack: TCP .... ...1 .... = Acknowledgment of the second TCP Disconnect DISC1:tcp.flags.push: TCP .... .... 0... = Push of the second TCP Disconnect DISC1:tcp.flags.reset: TCP .... .... .0.. = Reset of the second TCP Disconnect DISC1:tcp.flags.syn: TCP .... .... ..0. = Syn of the second TCP Disconnect DISC1:tcp.flags.fin: TCP .... .... ...0 = Fin of the second TCP Disconnect DISC1:tcp.window_size_value: TCP Window of the second TCP Disconnect DISC1:tcp.window_size: TCP Calculated window size of the second TCP Disconnect DISC1:tcp.window_size_scalefactor: TCP Window size scaling factor of the second TCP Disconnect DISC1:tcp.checksum.status: TCP Checksum Status of the second TCP Disconnect DISC1:tcp.urgent_pointer: TCP Urgent Pointer of the second TCP Disconnect DISC1:tcp.options.nop: TCP tcp.options.nop of the second TCP Disconnect DISC1:tcp.option_kind: TCP Kind of the second TCP Disconnect DISC1:tcp.option_len: TCP Length of the second TCP Disconnect DISC1:tcp.options.timestamp.tsval: TCP Timestamp value of the second TCP Disconnect DISC1:tcp.time_delta: Time since previous frame in this TCP stream of the second TCP Disconnect DISC1:order: Message order of the second TCP Disconnect within the server responses fold_id 5 vulnerable_classes [0x00_in_PKCS#1_padding_(first_8_bytes_after_0x00_0x02), 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)]

125 features

label (target)string11 unique values
0 missing
CCS0:tcp.srcportnumeric1 unique values
0 missing
CCS0:tcp.dstportnumeric10857 unique values
0 missing
CCS0:tcp.portnumeric1 unique values
0 missing
CCS0:tcp.streamnumeric2000 unique values
0 missing
CCS0:tcp.lennumeric1 unique values
0 missing
CCS0:tcp.seqnumeric1 unique values
0 missing
CCS0:tcp.nxtseqnumeric1 unique values
0 missing
CCS0:tcp.acknumeric1 unique values
0 missing
CCS0:tcp.hdr_lennumeric1 unique values
0 missing
CCS0:tcp.flags.resnumeric1 unique values
0 missing
CCS0:tcp.flags.nsnumeric1 unique values
0 missing
CCS0:tcp.flags.cwrnumeric1 unique values
0 missing
CCS0:tcp.flags.ecnnumeric1 unique values
0 missing
CCS0:tcp.flags.urgnumeric1 unique values
0 missing
CCS0:tcp.flags.acknumeric1 unique values
0 missing
CCS0:tcp.flags.pushnumeric1 unique values
0 missing
CCS0:tcp.flags.resetnumeric1 unique values
0 missing
CCS0:tcp.flags.synnumeric1 unique values
0 missing
CCS0:tcp.flags.finnumeric1 unique values
0 missing
CCS0:tcp.window_size_valuenumeric1 unique values
0 missing
CCS0:tcp.window_sizenumeric1 unique values
0 missing
CCS0:tcp.window_size_scalefactornumeric1 unique values
0 missing
CCS0:tcp.checksum.statusnumeric1 unique values
0 missing
CCS0:tcp.urgent_pointernumeric1 unique values
0 missing
CCS0:tcp.options.nopnumeric1 unique values
0 missing
CCS0:tcp.option_kindnumeric1 unique values
0 missing
CCS0:tcp.option_lennumeric1 unique values
0 missing
CCS0:tcp.options.timestamp.tsvalnumeric19993 unique values
0 missing
CCS0:tcp.time_deltanumeric78 unique values
0 missing
CCS0:ordernumeric1 unique values
0 missing
TLS0:tcp.srcportnumeric1 unique values
0 missing
TLS0:tcp.dstportnumeric10857 unique values
0 missing
TLS0:tcp.portnumeric1 unique values
0 missing
TLS0:tcp.streamnumeric2000 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.tsvalnumeric19993 unique values
0 missing
TLS0:tcp.time_deltanumeric817 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:ordernumeric1 unique values
0 missing
DISC0:tcp.srcportnumeric1 unique values
0 missing
DISC0:tcp.dstportnumeric10857 unique values
0 missing
DISC0:tcp.portnumeric1 unique values
0 missing
DISC0:tcp.streamnumeric2000 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.tsvalnumeric19993 unique values
0 missing
DISC0:tcp.time_deltanumeric48 unique values
0 missing
DISC0:ordernumeric1 unique values
0 missing
DISC1:tcp.srcportnumeric1 unique values
0 missing
DISC1:tcp.dstportnumeric10857 unique values
0 missing
DISC1:tcp.portnumeric1 unique values
0 missing
DISC1:tcp.streamnumeric2000 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.tsvalnumeric19993 unique values
0 missing
DISC1:tcp.time_deltanumeric65 unique values
0 missing
DISC1:ordernumeric1 unique values
0 missing
Show first 100 features

19 properties

NumberOfInstances
19993
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
0
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
0
Number of instances with at least one value missing.
NumberOfNumericFeatures
124
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
AutoCorrelation
1
Average class difference between consecutive instances.
PercentageOfNumericFeatures
99.2
Percentage of numeric attributes.
PercentageOfMissingValues
0
Percentage of missing values.
PercentageOfInstancesWithMissingValues
0
Percentage of instances having missing values.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
NumberOfBinaryFeatures
0
Number of binary attributes.
MinorityClassSize
1756
Number of instances belonging to the least frequent class.
MinorityClassPercentage
8.78
Percentage of instances belonging to the least frequent class.
MajorityClassSize
1849
Number of instances belonging to the most frequent class.
MajorityClassPercentage
9.25
Percentage of instances belonging to the most frequent class.
Dimensionality
0.01
Number of attributes divided by the number of instances.
Show all 19 properties

1 tasks

Supervised Classification on timing-attack-dataset-30-micro-seconds-delay-2022-09-15
0 runs - estimation_procedure: 10-fold Crossvalidation - evaluation_measure: predictive_accuracy - target_feature: label
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