{ "data_id": "45917", "name": "padding-attack-dataset-OpenSSL111t-2023-04-28", "exact_name": "padding-attack-dataset-OpenSSL111t-2023-04-28", "version": 1, "version_label": null, "description": "Bleichenbacher Padding Attack: Dataset created on 2023-04-28 with server OpenSSL111t\n\nAttribute Names:\n\nTLS0:tcp.srcport\nTLS0:tcp.dstport\nTLS0:tcp.port\nTLS0:tcp.stream\nTLS0:tcp.len\nTLS0:tcp.seq\nTLS0:tcp.nxtseq\nTLS0:tcp.ack\nTLS0:tcp.hdr_len\nTLS0:tcp.flags.res\nTLS0:tcp.flags.ns\nTLS0:tcp.flags.cwr\nTLS0:tcp.flags.ecn\nTLS0:tcp.flags.urg\nTLS0:tcp.flags.ack\nTLS0:tcp.flags.push\nTLS0:tcp.flags.reset\nTLS0:tcp.flags.syn\nTLS0:tcp.flags.fin\nTLS0:tcp.window_size_value\nTLS0:tcp.window_size\nTLS0:tcp.window_size_scalefactor\nTLS0:tcp.checksum.status\nTLS0:tcp.urgent_pointer\nTLS0:tcp.options.nop\nTLS0:tcp.option_kind\nTLS0:tcp.option_len\nTLS0:tcp.options.timestamp.tsval\nTLS0:tcp.time_delta\nTLS0:tls.record.content_type\nTLS0:tls.record.length\nTLS0:tls.alert_message.level\nTLS0:tls.alert_message.desc\nTLS0: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\nvulnerable_classes []", "format": "arff", "uploader": "Pritha Gupta", "uploader_id": 2086, "visibility": "public", "creator": "\"Jan Peter Drees and Dennis Funke\"", "contributor": "\"Pritha Gupta\"", "date": "2024-02-27 16:57:08", "update_comment": null, "last_update": "2024-02-27 16:57:08", "licence": "Open Database License (ODbL)", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22117540\/dataset", "default_target_attribute": "label", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "padding-attack-dataset-OpenSSL111t-2023-04-28", "Bleichenbacher Padding Attack: Dataset created on 2023-04-28 with server OpenSSL111t 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_s " ], "weight": 5 }, "qualities": { "NumberOfInstances": 219900, "NumberOfFeatures": 95, "NumberOfClasses": 11, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 94, "NumberOfSymbolicFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": 1, "PercentageOfMissingValues": 0, "Dimensionality": 0.00043201455206912234, "PercentageOfNumericFeatures": 98.94736842105263, "MajorityClassPercentage": 9.193269668030924, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": 20216, "MinorityClassPercentage": 8.97044110959527, "MinorityClassSize": 19726, "NumberOfBinaryFeatures": 0 }, "tags": [ { "tag": "study_417", "uploader": "0" } ], "features": [ { "name": "label", "index": "0", "type": "string", "distinct": "11", "missing": "0", "target": "1" }, { "name": "TLS0:tcp.srcport", "index": "1", "type": "numeric", "distinct": "1", "missing": "0", "min": "4433", "max": "4433", "mean": "4433", "stdev": "0" }, { "name": "TLS0:tcp.dstport", "index": "2", "type": "numeric", "distinct": "14107", "missing": "0", "min": "32768", "max": "60998", "mean": "47260", "stdev": "8447" }, { "name": "TLS0:tcp.port", "index": "3", "type": "numeric", "distinct": "1", "missing": "0", "min": "4433", "max": "4433", "mean": "4433", "stdev": "0" }, { "name": "TLS0:tcp.stream", "index": "4", "type": "numeric", "distinct": "219900", "missing": "0", "min": "1", "max": "220000", "mean": "109997", "stdev": "63508" }, { "name": "TLS0:tcp.len", "index": "5", "type": "numeric", "distinct": "1", "missing": "0", "min": "7", "max": "7", "mean": "7", "stdev": "0" }, { "name": "TLS0:tcp.seq", "index": "6", "type": "numeric", "distinct": "1", "missing": "0", "min": "1077", "max": "1077", "mean": "1077", "stdev": "0" }, { "name": "TLS0:tcp.nxtseq", "index": "7", "type": "numeric", "distinct": "1", "missing": "0", "min": "1084", "max": "1084", "mean": "1084", "stdev": "0" }, { "name": "TLS0:tcp.ack", "index": "8", "type": "numeric", "distinct": "1", "missing": "0", "min": "548", "max": "548", "mean": "548", "stdev": "0" }, { "name": "TLS0:tcp.hdr_len", "index": "9", "type": "numeric", "distinct": "1", "missing": "0", "min": "32", "max": "32", "mean": "32", "stdev": "0" }, { "name": "TLS0:tcp.flags.res", "index": "10", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "TLS0:tcp.flags.ns", "index": "11", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "TLS0:tcp.flags.cwr", "index": "12", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "TLS0:tcp.flags.ecn", "index": "13", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "TLS0:tcp.flags.urg", "index": "14", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "TLS0:tcp.flags.ack", "index": "15", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "TLS0:tcp.flags.push", "index": "16", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "TLS0:tcp.flags.reset", "index": "17", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "TLS0:tcp.flags.syn", "index": "18", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "TLS0:tcp.flags.fin", "index": "19", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "TLS0:tcp.window_size_value", "index": "20", "type": "numeric", "distinct": "1", "missing": "0", "min": "506", "max": "506", "mean": "506", "stdev": "0" }, { "name": "TLS0:tcp.window_size", "index": "21", "type": "numeric", "distinct": "1", "missing": "0", "min": "64768", "max": "64768", "mean": "64768", "stdev": "0" }, { "name": "TLS0:tcp.window_size_scalefactor", "index": "22", "type": "numeric", "distinct": "1", "missing": "0", "min": "128", "max": "128", "mean": "128", "stdev": "0" }, { "name": "TLS0:tcp.checksum.status", "index": "23", "type": "numeric", "distinct": "1", "missing": "0", "min": "2", "max": "2", "mean": "2", "stdev": "0" }, { "name": "TLS0:tcp.urgent_pointer", "index": "24", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "TLS0:tcp.options.nop", "index": "25", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "TLS0:tcp.option_kind", "index": "26", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "TLS0:tcp.option_len", "index": "27", "type": "numeric", "distinct": "1", "missing": "0", "min": "10", "max": "10", "mean": "10", "stdev": "0" }, { "name": "TLS0:tcp.options.timestamp.tsval", "index": "28", "type": "numeric", "distinct": "219900", "missing": "0", "min": "2147483647", "max": "2147483647", "mean": "2147483647", "stdev": "857068" }, { "name": "TLS0:tcp.time_delta", "index": "29", "type": "numeric", "distinct": "2779", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "TLS0:tls.record.content_type", "index": "30", "type": "numeric", "distinct": "1", "missing": "0", "min": "21", "max": "21", "mean": "21", "stdev": "0" }, { "name": "TLS0:tls.record.length", "index": "31", "type": "numeric", "distinct": "1", "missing": "0", "min": "2", "max": "2", "mean": "2", "stdev": "0" }, { "name": "TLS0:tls.alert_message.level", "index": "32", "type": "numeric", "distinct": "1", "missing": "0", "min": "2", "max": "2", "mean": "2", "stdev": "0" }, { "name": "TLS0:tls.alert_message.desc", "index": "33", "type": "numeric", "distinct": "1", "missing": "0", "min": "20", "max": "20", "mean": "20", "stdev": "0" }, { "name": "TLS0:order", "index": "34", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.srcport", "index": "35", "type": "numeric", "distinct": "1", "missing": "0", "min": "4433", "max": "4433", "mean": "4433", "stdev": "0" }, { "name": "DISC0:tcp.dstport", "index": "36", "type": "numeric", "distinct": "14107", "missing": "0", "min": "32768", "max": "60998", "mean": "47260", "stdev": "8447" }, { "name": "DISC0:tcp.port", "index": "37", "type": "numeric", "distinct": "1", "missing": "0", "min": "4433", "max": "4433", "mean": "4433", "stdev": "0" }, { "name": "DISC0:tcp.stream", "index": "38", "type": "numeric", "distinct": "219900", "missing": "0", "min": "1", "max": "220000", "mean": "109997", "stdev": "63508" }, { "name": "DISC0:tcp.len", "index": "39", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.seq", "index": "40", "type": "numeric", "distinct": "1", "missing": "0", "min": "1084", "max": "1084", "mean": "1084", "stdev": "0" }, { "name": "DISC0:tcp.nxtseq", "index": "41", "type": "numeric", "distinct": "1", "missing": "0", "min": "1085", "max": "1085", "mean": "1085", "stdev": "0" }, { "name": "DISC0:tcp.ack", "index": "42", "type": "numeric", "distinct": "1", "missing": "0", "min": "548", "max": "548", "mean": "548", "stdev": "0" }, { "name": "DISC0:tcp.hdr_len", "index": "43", "type": "numeric", "distinct": "1", "missing": "0", "min": "32", "max": "32", "mean": "32", "stdev": "0" }, { "name": "DISC0:tcp.flags.res", "index": "44", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.ns", "index": "45", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.cwr", "index": "46", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.ecn", "index": "47", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.urg", "index": "48", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.ack", "index": "49", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "DISC0:tcp.flags.push", "index": "50", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.reset", "index": "51", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.syn", "index": "52", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.flags.fin", "index": "53", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "DISC0:tcp.window_size_value", "index": "54", "type": "numeric", "distinct": "1", "missing": "0", "min": "506", "max": "506", "mean": "506", "stdev": "0" }, { "name": "DISC0:tcp.window_size", "index": "55", "type": "numeric", "distinct": "1", "missing": "0", "min": "64768", "max": "64768", "mean": "64768", "stdev": "0" }, { "name": "DISC0:tcp.window_size_scalefactor", "index": "56", "type": "numeric", "distinct": "1", "missing": "0", "min": "128", "max": "128", "mean": "128", "stdev": "0" }, { "name": "DISC0:tcp.checksum.status", "index": "57", "type": "numeric", "distinct": "1", "missing": "0", "min": "2", "max": "2", "mean": "2", "stdev": "0" }, { "name": "DISC0:tcp.urgent_pointer", "index": "58", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:tcp.options.nop", "index": "59", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "DISC0:tcp.option_kind", "index": "60", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "DISC0:tcp.option_len", "index": "61", "type": "numeric", "distinct": "1", "missing": "0", "min": "10", "max": "10", "mean": "10", "stdev": "0" }, { "name": "DISC0:tcp.options.timestamp.tsval", "index": "62", "type": "numeric", "distinct": "219900", "missing": "0", "min": "2147483647", "max": "2147483647", "mean": "2147483647", "stdev": "857068" }, { "name": "DISC0:tcp.time_delta", "index": "63", "type": "numeric", "distinct": "127", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC0:order", "index": "64", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "DISC1:tcp.srcport", "index": "65", "type": "numeric", "distinct": "1", "missing": "0", "min": "4433", "max": "4433", "mean": "4433", "stdev": "0" }, { "name": "DISC1:tcp.dstport", "index": "66", "type": "numeric", "distinct": "14107", "missing": "0", "min": "32768", "max": "60998", "mean": "47260", "stdev": "8447" }, { "name": "DISC1:tcp.port", "index": "67", "type": "numeric", "distinct": "1", "missing": "0", "min": "4433", "max": "4433", "mean": "4433", "stdev": "0" }, { "name": "DISC1:tcp.stream", "index": "68", "type": "numeric", "distinct": "219900", "missing": "0", "min": "1", "max": "220000", "mean": "109997", "stdev": "63508" }, { "name": "DISC1:tcp.len", "index": "69", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC1:tcp.seq", "index": "70", "type": "numeric", "distinct": "1", "missing": "0", "min": "1085", "max": "1085", "mean": "1085", "stdev": "0" }, { "name": "DISC1:tcp.nxtseq", "index": "71", "type": "numeric", "distinct": "1", "missing": "0", "min": "1085", "max": "1085", "mean": "1085", "stdev": "0" }, { "name": "DISC1:tcp.ack", "index": "72", "type": "numeric", "distinct": "1", "missing": "0", "min": "549", "max": "549", "mean": "549", "stdev": "0" }, { "name": "DISC1:tcp.hdr_len", "index": "73", "type": "numeric", "distinct": "1", "missing": "0", "min": "32", "max": "32", "mean": "32", "stdev": "0" }, { "name": "DISC1:tcp.flags.res", "index": "74", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC1:tcp.flags.ns", "index": "75", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC1:tcp.flags.cwr", "index": "76", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC1:tcp.flags.ecn", "index": "77", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC1:tcp.flags.urg", "index": "78", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC1:tcp.flags.ack", "index": "79", "type": "numeric", "distinct": "1", "missing": "0", "min": "1", "max": "1", "mean": "1", "stdev": "0" }, { "name": "DISC1:tcp.flags.push", "index": "80", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC1:tcp.flags.reset", "index": "81", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC1:tcp.flags.syn", "index": "82", "type": "numeric", "distinct": "1", "missing": "0", "min": "0", "max": "0", "mean": "0", "stdev": "0" }, { "name": "DISC1:tcp.flags.fin", "index": "83", "type": "numeric", 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