{"id":"https://openalex.org/W6888575157","doi":"https://doi.org/10.21227/krx4-9k68","title":"a large dataset of 609,934 real Modbus packets","display_name":"a large dataset of 609,934 real Modbus packets","publication_year":2025,"publication_date":"2025-04-01","ids":{"openalex":"https://openalex.org/W6888575157","doi":"https://doi.org/10.21227/krx4-9k68"},"language":"en","primary_location":{"id":"doi:10.21227/krx4-9k68","is_oa":true,"landing_page_url":"https://doi.org/10.21227/krx4-9k68","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"type":"dataset","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.21227/krx4-9k68","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Badawy, Wael","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Badawy, Wael","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Tawfik, Mohamed","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tawfik, Mohamed","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/modbus","display_name":"Modbus","score":0.9541000127792358},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.698199987411499},{"id":"https://openalex.org/keywords/byte","display_name":"Byte","score":0.5185999870300293},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.45989999175071716},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.4291999936103821},{"id":"https://openalex.org/keywords/packet-analyzer","display_name":"Packet analyzer","score":0.37229999899864197},{"id":"https://openalex.org/keywords/transmission-control-protocol","display_name":"Transmission Control Protocol","score":0.3718999922275543}],"concepts":[{"id":"https://openalex.org/C2776666747","wikidata":"https://www.wikidata.org/wiki/Q1135322","display_name":"Modbus","level":3,"score":0.9541000127792358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7028999924659729},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.698199987411499},{"id":"https://openalex.org/C43364308","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Byte","level":2,"score":0.5185999870300293},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.45989999175071716},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.4291999936103821},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4016000032424927},{"id":"https://openalex.org/C95362637","wikidata":"https://www.wikidata.org/wiki/Q54366","display_name":"Packet analyzer","level":3,"score":0.37229999899864197},{"id":"https://openalex.org/C33588617","wikidata":"https://www.wikidata.org/wiki/Q8803","display_name":"Transmission Control Protocol","level":3,"score":0.3718999922275543},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.3707999885082245},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3643999993801117},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.3479999899864197},{"id":"https://openalex.org/C12269588","wikidata":"https://www.wikidata.org/wiki/Q132364","display_name":"Communications protocol","level":2,"score":0.32919999957084656},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.3248000144958496},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3239000141620636},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.30799999833106995},{"id":"https://openalex.org/C204679922","wikidata":"https://www.wikidata.org/wiki/Q734252","display_name":"Deep packet inspection","level":3,"score":0.2994999885559082},{"id":"https://openalex.org/C147224247","wikidata":"https://www.wikidata.org/wiki/Q885373","display_name":"Bloom filter","level":2,"score":0.2881999909877777},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.2856000065803528},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.27379998564720154},{"id":"https://openalex.org/C54108766","wikidata":"https://www.wikidata.org/wiki/Q391064","display_name":"Packet loss","level":3,"score":0.26660001277923584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.21227/krx4-9k68","is_oa":true,"landing_page_url":"https://doi.org/10.21227/krx4-9k68","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"dataset"}],"best_oa_location":{"id":"doi:10.21227/krx4-9k68","is_oa":true,"landing_page_url":"https://doi.org/10.21227/krx4-9k68","pdf_url":null,"source":{"id":"https://openalex.org/S7407051695","display_name":"IEEE DataPort","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"dataset"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"a":[0,16,50,60,74,100,119,129,183],"large":[1,75],"dataset":[2,76],"of":[3,29,41,77,114],"609,934":[4,78],"real":[5,79,141],"Modbus":[6,13,35,55,80,130],"packetsIn":[7],"industrial":[8],"control":[9],"systems":[10,175],"(ICS),":[11],"the":[12,39,115],"protocol":[14],"remains":[15],"cornerstone":[17],"for":[18,34,111,171],"communication":[19],"between":[20,140],"field":[21],"devices":[22],"and":[23,31,87,98,108,135,142,153,161,186],"supervisory":[24],"systems.":[25],"However,":[26],"limited":[27],"availability":[28],"diverse":[30],"realistic":[32],"datasets":[33],"TCP":[36,56],"traffic":[37],"hinders":[38],"development":[40],"advanced":[42],"cybersecurity":[43],"solutions.":[44],"In":[45],"this":[46],"study,":[47],"we":[48],"present":[49],"novel":[51],"approach":[52],"to":[53,89,189],"synthesize":[54],"packet":[57,94,144,191],"data":[58,166],"using":[59],"Wasserstein":[61],"Generative":[62],"Adversarial":[63],"Network":[64],"(WGAN)":[65],"augmented":[66],"with":[67,105,128],"Gumbel-Softmax":[68],"sampling.":[69],"Our":[70],"system":[71],"learns":[72],"from":[73],"packets,":[81],"replicating":[82],"their":[83,133],"structure,":[84],"byte":[85,145],"distribution,":[86],"variability":[88],"produce":[90],"synthetic":[91,165],"yet":[92],"protocol-valid":[93],"data.":[95],"We":[96],"design":[97],"implement":[99],"generator-critic":[101],"architecture,":[102],"optimizing":[103],"training":[104,172],"gradient":[106],"penalties":[107],"leveraging":[109],"PyTorch":[110],"scalability.":[112],"Evaluation":[113],"generated":[116,143],"packets":[117],"demonstrates":[118],"93.92%":[120],"Test":[121],"System":[122],"Reception":[123],"Rate":[124],"(TSRR)":[125],"when":[126],"interacting":[127],"server,":[131],"confirming":[132],"validity":[134],"realism.":[136],"Furthermore,":[137],"statistical":[138],"comparisons":[139],"distributions":[146],"reveal":[147],"significant":[148],"alignment,":[149],"while":[150],"diversity":[151],"metrics":[152],"structural":[154],"conformity":[155],"ensure":[156],"utility":[157],"in":[158,177],"anomaly":[159],"detection":[160,174],"robustness":[162],"testing.":[163],"This":[164],"solution":[167],"has":[168],"promising":[169],"implications":[170],"intrusion":[173],"(IDS)":[176],"resource-constrained":[178],"or":[179],"privacy-sensitive":[180],"environments,":[181],"providing":[182],"secure,":[184],"scalable,":[185],"high-fidelity":[187],"alternative":[188],"raw":[190],"captures.":[192]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
