{"id":"https://openalex.org/W2772871960","doi":"https://doi.org/10.1109/atnac.2017.8215355","title":"Application of Bayesian network to data-driven cyber-security risk assessment in SCADA networks","display_name":"Application of Bayesian network to data-driven cyber-security risk assessment in SCADA networks","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2772871960","doi":"https://doi.org/10.1109/atnac.2017.8215355","mag":"2772871960"},"language":"en","primary_location":{"id":"doi:10.1109/atnac.2017.8215355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atnac.2017.8215355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 27th International Telecommunication Networks and Applications Conference (ITNAC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eprints.qut.edu.au/115345/1/Huang_paper_acceptedVersion_1570365124.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101653323","display_name":"Kaixing Huang","orcid":"https://orcid.org/0000-0002-3577-3228"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaixing Huang","raw_affiliation_strings":["School of Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053582981","display_name":"Chunjie Zhou","orcid":"https://orcid.org/0000-0001-5291-5841"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunjie Zhou","raw_affiliation_strings":["School of Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060251784","display_name":"Yu\u2010Chu Tian","orcid":"https://orcid.org/0000-0002-8709-5625"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yu-Chu Tian","raw_affiliation_strings":["Science and Engineering Faculty, Queensland University of Technology, Brisbane, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Science and Engineering Faculty, Queensland University of Technology, Brisbane, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029726317","display_name":"Weixun Tu","orcid":null},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixun Tu","raw_affiliation_strings":["School of Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101808222","display_name":"Peng Yuan","orcid":"https://orcid.org/0000-0002-5041-5613"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Peng","raw_affiliation_strings":["School of Automation, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.5236,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.9115047,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10917","display_name":"Smart Grid Security and Resilience","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scada","display_name":"SCADA","score":0.991065263748169},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6680126190185547},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6663246154785156},{"id":"https://openalex.org/keywords/industrial-control-system","display_name":"Industrial control system","score":0.6176878213882446},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5668504238128662},{"id":"https://openalex.org/keywords/critical-infrastructure","display_name":"Critical infrastructure","score":0.5409877896308899},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5222219228744507},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"Risk assessment","score":0.5040863752365112},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.4251849353313446},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.41531237959861755},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.33139482140541077},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21545904874801636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17213565111160278},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07825681567192078}],"concepts":[{"id":"https://openalex.org/C113863187","wikidata":"https://www.wikidata.org/wiki/Q17498","display_name":"SCADA","level":2,"score":0.991065263748169},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6680126190185547},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6663246154785156},{"id":"https://openalex.org/C40071531","wikidata":"https://www.wikidata.org/wiki/Q2513962","display_name":"Industrial control system","level":3,"score":0.6176878213882446},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5668504238128662},{"id":"https://openalex.org/C29852176","wikidata":"https://www.wikidata.org/wiki/Q373338","display_name":"Critical infrastructure","level":2,"score":0.5409877896308899},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5222219228744507},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.5040863752365112},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.4251849353313446},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.41531237959861755},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.33139482140541077},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21545904874801636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17213565111160278},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07825681567192078},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/atnac.2017.8215355","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atnac.2017.8215355","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 27th International Telecommunication Networks and Applications Conference (ITNAC)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.qut.edu.au:115345","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/115345/1/Huang_paper_acceptedVersion_1570365124.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2017 27th International Telecommunication Networks and Applications Conference (ITNAC)","raw_type":"Chapter in Book, Report or Conference volume"}],"best_oa_location":{"id":"pmh:oai:eprints.qut.edu.au:115345","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.qut.edu.au/115345/1/Huang_paper_acceptedVersion_1570365124.pdf","source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of the 2017 27th International Telecommunication Networks and Applications Conference (ITNAC)","raw_type":"Chapter in Book, Report or Conference volume"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2772871960.pdf"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W278072002","https://openalex.org/W1521447691","https://openalex.org/W1780353274","https://openalex.org/W1985998870","https://openalex.org/W1989173161","https://openalex.org/W2002619227","https://openalex.org/W2131875370","https://openalex.org/W2147704565","https://openalex.org/W2162783010","https://openalex.org/W2166103330","https://openalex.org/W2187404852","https://openalex.org/W2342413143","https://openalex.org/W2963844860","https://openalex.org/W3120216431","https://openalex.org/W6610078806","https://openalex.org/W6637941524","https://openalex.org/W6788572309"],"related_works":["https://openalex.org/W2265199518","https://openalex.org/W2215365983","https://openalex.org/W2309980522","https://openalex.org/W2187618570","https://openalex.org/W2184855233","https://openalex.org/W2198908836","https://openalex.org/W4252573951","https://openalex.org/W2060479059","https://openalex.org/W2902958991","https://openalex.org/W2494895348"],"abstract_inverted_index":{"Supervisory":[0],"control":[1],"and":[2,14,58,88],"data":[3,87],"acquisition":[4],"(SCADA)":[5],"systems":[6],"are":[7],"the":[8,37,61,76,106,117],"key":[9],"driver":[10],"for":[11,122],"critical":[12,34],"infrastructures":[13],"industrial":[15,42],"facilities.":[16],"Cyber-attacks":[17],"to":[18,35,56,104],"SCADA":[19,31,66,123],"networks":[20,32],"may":[21],"cause":[22],"equipment":[23],"damage":[24],"or":[25],"even":[26],"fatalities.":[27],"Identifying":[28],"risks":[29],"in":[30,65],"is":[33,74,102,120],"ensuring":[36],"normal":[38],"operation":[39],"of":[40,71],"these":[41],"systems.":[43],"In":[44],"this":[45],"paper":[46],"we":[47],"propose":[48],"a":[49],"Bayesian":[50],"network-based":[51],"cyber-security":[52],"risk":[53,63,78,107,125],"assessment":[54,79,91],"model":[55,83],"dynamically":[57],"quantitatively":[59],"assess":[60,105],"security":[62,124],"level":[64],"networks.":[67],"The":[68,112],"major":[69],"distinction":[70],"our":[72,100],"work":[73],"that":[75,116],"proposed":[77,118],"method":[80,101],"can":[81],"learn":[82],"parameters":[84],"from":[85,96],"historical":[86],"then":[89],"improve":[90],"accuracy":[92],"by":[93,109],"incrementally":[94],"learning":[95],"online":[97],"observations.":[98],"Furthermore,":[99],"able":[103],"caused":[108],"unknown":[110],"attacks.":[111],"simulation":[113],"results":[114],"demonstrate":[115],"approach":[119],"effective":[121],"assessment.":[126]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-05T07:55:05.734416","created_date":"2025-10-10T00:00:00"}