{ "data_id": "45919", "name": "padding-attack-dataset-facebook-2023-12-05", "exact_name": "padding-attack-dataset-facebook-2023-12-05", "version": 1, "version_label": null, "description": "Bleichenbacher Padding Attack: Dataset created on 2023-12-05 with server facebook\n\nAttribute Names:\n\nCKE0:tcp.srcport\nCKE0:tcp.dstport\nCKE0:tcp.port\nCKE0:tcp.stream\nCKE0:tcp.len\nCKE0:tcp.seq\nCKE0:tcp.nxtseq\nCKE0:tcp.ack\nCKE0:tcp.hdr_len\nCKE0:tcp.flags.res\nCKE0:tcp.flags.ns\nCKE0:tcp.flags.cwr\nCKE0:tcp.flags.ecn\nCKE0:tcp.flags.urg\nCKE0:tcp.flags.ack\nCKE0:tcp.flags.push\nCKE0:tcp.flags.reset\nCKE0:tcp.flags.syn\nCKE0:tcp.flags.fin\nCKE0:tcp.window_size_value\nCKE0:tcp.window_size\nCKE0:tcp.window_size_scalefactor\nCKE0:tcp.checksum.status\nCKE0:tcp.urgent_pointer\nCKE0:tcp.options.nop\nCKE0:tcp.option_kind\nCKE0:tcp.option_len\nCKE0:tcp.options.timestamp.tsval\nCKE0:tcp.time_delta\nCKE0:order\nDISC0:tcp.srcport\nDISC0:tcp.dstport\nDISC0:tcp.port\nDISC0:tcp.stream\nDISC0:tcp.len\nDISC0:tcp.seq\nDISC0:tcp.nxtseq\nDISC0:tcp.ack\nDISC0:tcp.hdr_len\nDISC0:tcp.flags.res\nDISC0:tcp.flags.ns\nDISC0:tcp.flags.cwr\nDISC0:tcp.flags.ecn\nDISC0:tcp.flags.urg\nDISC0:tcp.flags.ack\nDISC0:tcp.flags.push\nDISC0:tcp.flags.reset\nDISC0:tcp.flags.syn\nDISC0:tcp.flags.fin\nDISC0:tcp.window_size_value\nDISC0:tcp.window_size\nDISC0:tcp.window_size_scalefactor\nDISC0:tcp.checksum.status\nDISC0:tcp.urgent_pointer\nDISC0:tcp.options.nop\nDISC0:tcp.option_kind\nDISC0:tcp.option_len\nDISC0:tcp.options.timestamp.tsval\nDISC0:tcp.time_delta\nDISC0:order\nDISC1:tcp.srcport\nDISC1:tcp.dstport\nDISC1:tcp.port\nDISC1:tcp.stream\nDISC1:tcp.len\nDISC1:tcp.seq\nDISC1:tcp.nxtseq\nDISC1:tcp.ack\nDISC1:tcp.hdr_len\nDISC1:tcp.flags.res\nDISC1:tcp.flags.ns\nDISC1:tcp.flags.cwr\nDISC1:tcp.flags.ecn\nDISC1:tcp.flags.urg\nDISC1:tcp.flags.ack\nDISC1:tcp.flags.push\nDISC1:tcp.flags.reset\nDISC1:tcp.flags.syn\nDISC1:tcp.flags.fin\nDISC1:tcp.window_size_value\nDISC1:tcp.window_size\nDISC1:tcp.window_size_scalefactor\nDISC1:tcp.checksum.status\nDISC1:tcp.urgent_pointer\nDISC1:tcp.options.nop\nDISC1:tcp.option_kind\nDISC1:tcp.option_len\nDISC1:tcp.options.timestamp.tsval\nDISC1:tcp.time_delta\nDISC1:order\nCKE1:tcp.srcport\nCKE1:tcp.dstport\nCKE1:tcp.port\nCKE1:tcp.stream\nCKE1:tcp.len\nCKE1:tcp.seq\nCKE1:tcp.nxtseq\nCKE1:tcp.ack\nCKE1:tcp.hdr_len\nCKE1:tcp.flags.res\nCKE1:tcp.flags.ns\nCKE1:tcp.flags.cwr\nCKE1:tcp.flags.ecn\nCKE1:tcp.flags.urg\nCKE1:tcp.flags.ack\nCKE1:tcp.flags.push\nCKE1:tcp.flags.reset\nCKE1:tcp.flags.syn\nCKE1:tcp.flags.fin\nCKE1:tcp.window_size_value\nCKE1:tcp.window_size\nCKE1:tcp.window_size_scalefactor\nCKE1:tcp.checksum.status\nCKE1:tcp.urgent_pointer\nCKE1:tcp.options.nop\nCKE1:tcp.option_kind\nCKE1:tcp.option_len\nCKE1:tcp.options.timestamp.tsval\nCKE1:tcp.time_delta\nCKE1:order\nDISC2:tcp.srcport\nDISC2:tcp.dstport\nDISC2:tcp.port\nDISC2:tcp.stream\nDISC2:tcp.len\nDISC2:tcp.seq\nDISC2:tcp.nxtseq\nDISC2:tcp.ack\nDISC2:tcp.hdr_len\nDISC2:tcp.flags.res\nDISC2:tcp.flags.ns\nDISC2:tcp.flags.cwr\nDISC2:tcp.flags.ecn\nDISC2:tcp.flags.urg\nDISC2:tcp.flags.ack\nDISC2:tcp.flags.push\nDISC2:tcp.flags.reset\nDISC2:tcp.flags.syn\nDISC2:tcp.flags.fin\nDISC2:tcp.window_size_value\nDISC2:tcp.window_size\nDISC2:tcp.window_size_scalefactor\nDISC2:tcp.checksum.status\nDISC2:tcp.urgent_pointer\nDISC2:tcp.options.nop\nDISC2:tcp.option_kind\nDISC2:tcp.option_len\nDISC2:tcp.options.timestamp.tsval\nDISC2:tcp.time_delta\nDISC2:order\nDISC3:tcp.srcport\nDISC3:tcp.dstport\nDISC3:tcp.port\nDISC3:tcp.stream\nDISC3:tcp.len\nDISC3:tcp.seq\nDISC3:tcp.nxtseq\nDISC3:tcp.ack\nDISC3:tcp.hdr_len\nDISC3:tcp.flags.res\nDISC3:tcp.flags.ns\nDISC3:tcp.flags.cwr\nDISC3:tcp.flags.ecn\nDISC3:tcp.flags.urg\nDISC3:tcp.flags.ack\nDISC3:tcp.flags.push\nDISC3:tcp.flags.reset\nDISC3:tcp.flags.syn\nDISC3:tcp.flags.fin\nDISC3:tcp.window_size_value\nDISC3:tcp.window_size\nDISC3:tcp.window_size_scalefactor\nDISC3:tcp.checksum.status\nDISC3:tcp.urgent_pointer\nDISC3:tcp.options.nop\nDISC3:tcp.option_kind\nDISC3:tcp.option_len\nDISC3:tcp.options.timestamp.tsval\nDISC3:tcp.time_delta\nDISC3:order\nvulnerable_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)]", "format": "arff", "uploader": "Pritha Gupta", "uploader_id": 2086, "visibility": "public", "creator": "\"Jan Peter Drees and Dennis Funke\"", "contributor": "\"Pritha Gupta\"", "date": "2024-02-27 16:57:21", "update_comment": null, "last_update": "2024-02-27 16:57:21", "licence": "Open Database License (ODbL)", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22117542\/dataset", "default_target_attribute": "label", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "padding-attack-dataset-facebook-2023-12-05", "Bleichenbacher Padding Attack: Dataset created on 2023-12-05 with server facebook Attribute Names: CKE0:tcp.srcport CKE0:tcp.dstport CKE0:tcp.port CKE0:tcp.stream CKE0:tcp.len CKE0:tcp.seq CKE0:tcp.nxtseq CKE0:tcp.ack CKE0:tcp.hdr_len CKE0:tcp.flags.res CKE0:tcp.flags.ns CKE0:tcp.flags.cwr CKE0:tcp.flags.ecn CKE0:tcp.flags.urg CKE0:tcp.flags.ack CKE0:tcp.flags.push CKE0:tcp.flags.reset CKE0:tcp.flags.syn CKE0:tcp.flags.fin CKE0:tcp.window_size_value CKE0:tcp.window_size CKE0:tcp.window_size_scal " ], "weight": 5 }, "qualities": { "NumberOfInstances": 19487, "NumberOfFeatures": 181, "NumberOfClasses": 11, "NumberOfMissingValues": 1750620, "NumberOfInstancesWithMissingValues": 19016, "NumberOfNumericFeatures": 180, "NumberOfSymbolicFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 97.58300405398471, "AutoCorrelation": 1, "PercentageOfMissingValues": 49.63274850750479, "Dimensionality": 0.009288243444347513, "PercentageOfNumericFeatures": 99.4475138121547, "MajorityClassPercentage": 9.529429876327807, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": 1857, "MinorityClassPercentage": 8.816133832811618, "MinorityClassSize": 1718, "NumberOfBinaryFeatures": 0 }, "tags": [ { "tag": "study_417", "uploader": "0" } ], "features": [ { "name": "label", "index": "0", "type": "string", "distinct": "11", "missing": "0", "target": "1" }, { "name": "CKE0:tcp.srcport", "index": "1", "type": "numeric", "distinct": "1", "missing": "0", "min": "4433", "max": "4433", "mean": "4433", "stdev": "0" }, { "name": "CKE0:tcp.dstport", "index": "2", "type": "numeric", "distinct": "10537", "missing": "0", "min": "32768", "max": "60998", "mean": "46793", "stdev": "8226" }, { "name": "CKE0:tcp.port", "index": "3", "type": "numeric", "distinct": "1", "missing": "0", "min": "4433", "max": "4433", "mean": "4433", "stdev": "0" }, { "name": "CKE0:tcp.stream", "index": "4", "type": "numeric", "distinct": "19487", "missing": "0", "min": "4", "max": "19538", "mean": "9774", "stdev": "5640" }, { "name": "CKE0:tcp.len", "index": "5", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:tcp.seq", "index": "6", "type": "numeric", "distinct": "1", "missing": "0", "min": "1730", "max": "1730", "mean": "1730", "stdev": "0" }, { "name": "CKE0:tcp.nxtseq", "index": "7", "type": "numeric", "distinct": "1", "missing": "0", "min": "1730", "max": "1730", "mean": "1730", "stdev": "0" }, { "name": "CKE0:tcp.ack", "index": "8", "type": "numeric", "distinct": "1", "missing": "0", "min": "729", "max": "729", "mean": "729", "stdev": "0" }, { "name": "CKE0:tcp.hdr_len", "index": "9", "type": "numeric", "distinct": "1", "missing": "0", "min": "32", "max": "32", "mean": "32", "stdev": "0" }, { "name": "CKE0:tcp.flags.res", "index": "10", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:tcp.flags.ns", "index": "11", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:tcp.flags.cwr", "index": "12", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:tcp.flags.ecn", "index": "13", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:tcp.flags.urg", "index": "14", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:tcp.flags.ack", "index": "15", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "CKE0:tcp.flags.push", "index": "16", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:tcp.flags.reset", "index": "17", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:tcp.flags.syn", "index": "18", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:tcp.flags.fin", "index": "19", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:tcp.window_size_value", "index": "20", "type": "numeric", "distinct": "1", "missing": "0", "min": "504", "max": "504", "mean": "504", "stdev": "0" }, { "name": "CKE0:tcp.window_size", "index": "21", "type": "numeric", "distinct": "1", "missing": "0", "min": "64512", "max": "64512", "mean": "64512", "stdev": "0" }, { "name": "CKE0:tcp.window_size_scalefactor", "index": "22", "type": "numeric", "distinct": "1", "missing": "0", "min": "128", "max": "128", "mean": "128", "stdev": "0" }, { "name": "CKE0:tcp.checksum.status", "index": "23", "type": "numeric", "distinct": "1", "missing": "0", "min": "2", "max": "2", "mean": "2", "stdev": "0" }, { "name": "CKE0:tcp.urgent_pointer", "index": "24", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:tcp.options.nop", "index": "25", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "CKE0:tcp.option_kind", "index": "26", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "CKE0:tcp.option_len", "index": "27", "type": "numeric", "distinct": "1", "missing": "0", "min": "10", "max": "10", "mean": "10", "stdev": "0" }, { "name": "CKE0:tcp.options.timestamp.tsval", "index": "28", "type": "numeric", "distinct": "19487", "missing": "0", "min": "988942611", "max": "2147483647", "mean": "2147483647", "stdev": "1001876158" }, { "name": "CKE0:tcp.time_delta", "index": "29", "type": "numeric", "distinct": "4386", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "CKE0:order", "index": "30", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.srcport", "index": "31", "type": "numeric", "distinct": "1", "missing": "1", "min": "4433", "max": "4433", "mean": "4433", "stdev": "0" }, { "name": "DISC0:tcp.dstport", "index": "32", "type": "numeric", "distinct": "10537", "missing": "1", "min": "32768", "max": "60998", "mean": "46792", "stdev": "8226" }, { "name": "DISC0:tcp.port", "index": "33", "type": "numeric", "distinct": "1", "missing": "1", "min": "4433", "max": "4433", "mean": "4433", "stdev": "0" }, { "name": "DISC0:tcp.stream", "index": "34", "type": "numeric", "distinct": "19486", "missing": "1", "min": "4", "max": "19538", "mean": "9773", "stdev": "5640" }, { "name": "DISC0:tcp.len", "index": "35", "type": "numeric", "distinct": "1", "missing": "1", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.seq", "index": "36", "type": "numeric", "distinct": "1", "missing": "1", "min": "1730", "max": "1730", "mean": "1730", "stdev": "0" }, { "name": "DISC0:tcp.nxtseq", "index": "37", "type": "numeric", "distinct": "2", "missing": "1", "min": "1730", "max": "1731", "mean": "1731", "stdev": "0" }, { "name": "DISC0:tcp.ack", "index": "38", "type": "numeric", "distinct": "2", "missing": "1", "min": "729", "max": "730", "mean": "729", "stdev": "0" }, { "name": "DISC0:tcp.hdr_len", "index": "39", "type": "numeric", "distinct": "1", "missing": "1", "min": "32", "max": "32", "mean": "32", "stdev": "0" }, { "name": "DISC0:tcp.flags.res", "index": "40", "type": "numeric", "distinct": "1", "missing": "1", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.ns", "index": "41", "type": "numeric", "distinct": "1", "missing": "1", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.cwr", "index": "42", "type": "numeric", "distinct": "1", "missing": "1", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.ecn", "index": "43", "type": "numeric", "distinct": "1", "missing": "1", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.urg", "index": "44", "type": "numeric", "distinct": "1", "missing": "1", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.ack", "index": "45", "type": "numeric", "distinct": "1", "missing": "1", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "DISC0:tcp.flags.push", "index": "46", "type": "numeric", "distinct": "1", "missing": "1", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.reset", "index": "47", "type": "numeric", "distinct": "2", "missing": "1", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.syn", "index": "48", "type": "numeric", "distinct": "1", "missing": "1", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.fin", "index": "49", "type": "numeric", "distinct": "2", "missing": "1", "min": "0", "max": "1", "mean": "1", "stdev": "0" }, { "name": "DISC0:tcp.window_size_value", "index": "50", "type": "numeric", "distinct": "1", "missing": "1", "min": "504", "max": "504", "mean": "504", "stdev": "0" }, { "name": "DISC0:tcp.window_size", "index": "51", "type": "numeric", "distinct": "1", "missing": "1", "min": "64512", "max": "64512", "mean": "64512", "stdev": "0" }, { "name": "DISC0:tcp.window_size_scalefactor", "index": "52", "type": "numeric", "distinct": "1", "missing": "1", "min": "128", "max": "128", "mean": "128", "stdev": "0" }, { "name": "DISC0:tcp.checksum.status", "index": "53", "type": "numeric", "distinct": "1", "missing": "1", "min": "2", "max": "2", "mean": "2", "stdev": "0" }, { "name": "DISC0:tcp.urgent_pointer", "index": "54", "type": "numeric", "distinct": "1", "missing": "1", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.options.nop", "index": "55", "type": "numeric", "distinct": "1", "missing": "1", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "DISC0:tcp.option_kind", "index": "56", "type": "numeric", "distinct": "1", "missing": "1", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "DISC0:tcp.option_len", "index": "57", "type": "numeric", "distinct": "1", "missing": "1", "min": "10", "max": "10", "mean": "10", "stdev": "0" }, { "name": "DISC0:tcp.options.timestamp.tsval", "index": "58", "type": "numeric", "distinct": "19486", "missing": "1", "min": "988942805", "max": "2147483647", "mean": "2147483647", "stdev": "1001879504" }, { "name": "DISC0:tcp.time_delta", "index": "59", "type": "numeric", "distinct": "15384", "missing": "1", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:order", "index": "60", "type": "numeric", "distinct": "2", "missing": "1", "min": "1", "max": "2", "mean": "1", "stdev": "0" }, { "name": "DISC1:tcp.srcport", "index": "61", "type": "numeric", "distinct": "1", "missing": "1334", "min": "4433", "max": "4433", "mean": "4433", "stdev": "0" }, { "name": "DISC1:tcp.dstport", "index": "62", "type": "numeric", "distinct": "10171", "missing": "1334", "min": 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