{"id":"https://openalex.org/W2106188980","doi":"https://doi.org/10.1109/dsn.2010.5544924","title":"Using Bayesian networks for cyber security analysis","display_name":"Using Bayesian networks for cyber security analysis","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W2106188980","doi":"https://doi.org/10.1109/dsn.2010.5544924","mag":"2106188980"},"language":"en","primary_location":{"id":"doi:10.1109/dsn.2010.5544924","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsn.2010.5544924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE/IFIP International Conference on Dependable Systems &amp; Networks (DSN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101512321","display_name":"Peng Xie","orcid":"https://orcid.org/0009-0008-1545-9048"},"institutions":[{"id":"https://openalex.org/I4210130203","display_name":"Intelligent Automation (United States)","ror":"https://ror.org/02fwb6r86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210130203"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peng Xie","raw_affiliation_strings":["Intelligent, Automation, Inc., Rockville, MD, USA","Intelligent Automation Inc. Rockville, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent, Automation, Inc., Rockville, MD, USA","institution_ids":["https://openalex.org/I4210130203"]},{"raw_affiliation_string":"Intelligent Automation Inc. Rockville, MD, USA","institution_ids":["https://openalex.org/I4210130203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075186616","display_name":"Jason H. Li","orcid":"https://orcid.org/0009-0005-3686-3902"},"institutions":[{"id":"https://openalex.org/I4210130203","display_name":"Intelligent Automation (United States)","ror":"https://ror.org/02fwb6r86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210130203"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jason H Li","raw_affiliation_strings":["Intelligent, Automation, Inc., Rockville, MD, USA","Intelligent Automation Inc. Rockville, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent, Automation, Inc., Rockville, MD, USA","institution_ids":["https://openalex.org/I4210130203"]},{"raw_affiliation_string":"Intelligent Automation Inc. Rockville, MD, USA","institution_ids":["https://openalex.org/I4210130203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113810433","display_name":"Xinming Ou","orcid":"https://orcid.org/0009-0007-2501-7991"},"institutions":[{"id":"https://openalex.org/I189590672","display_name":"Kansas State University","ror":"https://ror.org/05p1j8758","country_code":"US","type":"education","lineage":["https://openalex.org/I189590672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinming Ou","raw_affiliation_strings":["Kansas State University, Manhattan, KS, USA","Kansas State University , Manhattan, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kansas State University, Manhattan, KS, USA","institution_ids":["https://openalex.org/I189590672"]},{"raw_affiliation_string":"Kansas State University , Manhattan, USA","institution_ids":["https://openalex.org/I189590672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100346828","display_name":"Peng Liu","orcid":"https://orcid.org/0000-0002-5091-8464"},"institutions":[{"id":"https://openalex.org/I130769515","display_name":"Pennsylvania State University","ror":"https://ror.org/04p491231","country_code":"US","type":"education","lineage":["https://openalex.org/I130769515"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peng Liu","raw_affiliation_strings":["Pennsylvania State University, University Park, PA, USA","Penn State University , University Park, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pennsylvania State University, University Park, PA, USA","institution_ids":["https://openalex.org/I130769515"]},{"raw_affiliation_string":"Penn State University , University Park, USA","institution_ids":["https://openalex.org/I130769515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114257839","display_name":"Renato Levy","orcid":null},"institutions":[{"id":"https://openalex.org/I4210130203","display_name":"Intelligent Automation (United States)","ror":"https://ror.org/02fwb6r86","country_code":"US","type":"company","lineage":["https://openalex.org/I4210130203"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Renato Levy","raw_affiliation_strings":["Intelligent, Automation, Inc., Rockville, MD, USA","Intelligent Automation Inc. Rockville, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent, Automation, Inc., Rockville, MD, USA","institution_ids":["https://openalex.org/I4210130203"]},{"raw_affiliation_string":"Intelligent Automation Inc. Rockville, MD, USA","institution_ids":["https://openalex.org/I4210130203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":22.1225,"has_fulltext":false,"cited_by_count":235,"citation_normalized_percentile":{"value":0.992502,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"211","last_page":"220"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9993000030517578,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.7683348655700684},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6754408478736877},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5653486251831055},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5329061150550842},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.5255141258239746},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.5239855647087097},{"id":"https://openalex.org/keywords/network-security","display_name":"Network security","score":0.5236423015594482},{"id":"https://openalex.org/keywords/security-analysis","display_name":"Security analysis","score":0.4476163983345032},{"id":"https://openalex.org/keywords/asset","display_name":"Asset (computer security)","score":0.4129776954650879},{"id":"https://openalex.org/keywords/computer-security-model","display_name":"Computer security model","score":0.41030511260032654},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.39765605330467224},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35803014039993286},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2526843249797821}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7683348655700684},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6754408478736877},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5653486251831055},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5329061150550842},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.5255141258239746},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.5239855647087097},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.5236423015594482},{"id":"https://openalex.org/C38369872","wikidata":"https://www.wikidata.org/wiki/Q7445009","display_name":"Security analysis","level":2,"score":0.4476163983345032},{"id":"https://openalex.org/C76178495","wikidata":"https://www.wikidata.org/wiki/Q4808784","display_name":"Asset (computer security)","level":2,"score":0.4129776954650879},{"id":"https://openalex.org/C121822524","wikidata":"https://www.wikidata.org/wiki/Q5157582","display_name":"Computer security model","level":2,"score":0.41030511260032654},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.39765605330467224},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35803014039993286},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2526843249797821},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/dsn.2010.5544924","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dsn.2010.5544924","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE/IFIP International Conference on Dependable Systems &amp; Networks (DSN)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.173.94","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.173.94","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://people.cis.ksu.edu/%7Exou/publications/dsn10_preprint.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.722.569","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.722.569","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cse.usf.edu/%7Exou/publications/dsn10.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1523888516","display_name":null,"funder_award_id":"FA9550-","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G2500826210","display_name":null,"funder_award_id":"FA9550-09-1-0138","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G3155045214","display_name":null,"funder_award_id":"FA8750-08-C-0137","funder_id":"https://openalex.org/F4320338294","funder_display_name":"Air Force Research Laboratory"},{"id":"https://openalex.org/G5729508137","display_name":null,"funder_award_id":"FA9550-07-1-0527","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G5809100787","display_name":null,"funder_award_id":"FA9550","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"},{"id":"https://openalex.org/G6195854406","display_name":"TC: Medium: Collaborative Research: Towards Self-Protecting Data Centers: A Systematic Approach","funder_award_id":"0905131","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G625764939","display_name":"NeTS: Small:  Collaborative Research:Secure and Resilient Channel Allocation in Multi-Radio Wireless Networks","funder_award_id":"0916469","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7452299184","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G8289759875","display_name":null,"funder_award_id":"FA9550","funder_id":"https://openalex.org/F4320338294","funder_display_name":"Air Force Research Laboratory"},{"id":"https://openalex.org/G8437485288","display_name":"CT-ISG: Model-based, Automatic Network Security Management","funder_award_id":"0716665","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320333591","display_name":"Multidisciplinary University Research Initiative","ror":null},{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"},{"id":"https://openalex.org/F4320338294","display_name":"Air Force Research Laboratory","ror":"https://ror.org/02e2egq70"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W111380827","https://openalex.org/W1548523399","https://openalex.org/W1564102710","https://openalex.org/W1858915531","https://openalex.org/W1965332127","https://openalex.org/W1990414757","https://openalex.org/W2025113626","https://openalex.org/W2030014066","https://openalex.org/W2054127354","https://openalex.org/W2077937403","https://openalex.org/W2091673436","https://openalex.org/W2095979141","https://openalex.org/W2097209984","https://openalex.org/W2099103357","https://openalex.org/W2100033648","https://openalex.org/W2104593144","https://openalex.org/W2108897754","https://openalex.org/W2109045111","https://openalex.org/W2110908300","https://openalex.org/W2124500665","https://openalex.org/W2151369956","https://openalex.org/W2154081981","https://openalex.org/W2159080219","https://openalex.org/W2171132783","https://openalex.org/W2406470551","https://openalex.org/W2798149936","https://openalex.org/W2951929728","https://openalex.org/W3098971702","https://openalex.org/W3215067383","https://openalex.org/W4249173680","https://openalex.org/W4285719527","https://openalex.org/W6604526502","https://openalex.org/W6632686757","https://openalex.org/W6642954648","https://openalex.org/W6674420512","https://openalex.org/W6674875911","https://openalex.org/W6674999077","https://openalex.org/W6676331353","https://openalex.org/W6678498123"],"related_works":["https://openalex.org/W3126649293","https://openalex.org/W1623393394","https://openalex.org/W2350820032","https://openalex.org/W2392498762","https://openalex.org/W2498628942","https://openalex.org/W2744631404","https://openalex.org/W3037285711","https://openalex.org/W3099433986","https://openalex.org/W2388760686","https://openalex.org/W2378688856"],"abstract_inverted_index":{"Capturing":[0],"the":[1,34,87,104,147],"uncertain":[2],"aspects":[3],"in":[4,12,21,40],"cyber":[5,54],"security":[6,10,73,119,131],"is":[7,62,68,84,151],"important":[8,105],"for":[9,53,117],"analysis":[11,74],"enterprise":[13],"networks.":[14],"However,":[15],"there":[16],"has":[17],"been":[18],"insufficient":[19],"effort":[20],"studying":[22],"what":[23,83],"modeling":[24,52,136],"approaches":[25],"correctly":[26],"capture":[27,115],"such":[28,75],"uncertainty,":[29],"and":[30,56,89,94,109,141,144],"how":[31],"to":[32,36,81,114,154],"construct":[33],"models":[35],"make":[37],"them":[38,116],"useful":[39,64],"practice.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"present":[46],"our":[47,99,135],"work":[48,67],"on":[49,102,110,128],"justifying":[50],"uncertainty":[51,108],"security,":[55],"initial":[57],"evidence":[58],"indicating":[59],"that":[60,146],"it":[61],"a":[63,129],"approach.":[65],"Our":[66],"centered":[69],"around":[70],"near":[71],"real-time":[72],"as":[76],"intrusion":[77],"response.":[78],"We":[79,97,121],"need":[80],"know":[82],"really":[85],"happening,":[86],"scope":[88],"severity":[90],"level,":[91],"possible":[92],"consequences,":[93],"potential":[95],"countermeasures.":[96],"report":[98],"current":[100,130],"efforts":[101],"identifying":[103],"types":[106],"of":[107],"using":[111],"Bayesian":[112,125,149],"networks":[113],"enhanced":[118],"analysis.":[120],"build":[122],"an":[123],"example":[124],"network":[126,150],"based":[127],"graph":[132],"model,":[133],"justify":[134],"approach":[137],"through":[138],"attack":[139],"semantics":[140],"experimental":[142],"study,":[143],"show":[145],"resulting":[148],"not":[152],"sensitive":[153],"parameter":[155],"perturbation.":[156]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":12},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":23},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":20},{"year":2017,"cited_by_count":19},{"year":2016,"cited_by_count":23},{"year":2015,"cited_by_count":29},{"year":2014,"cited_by_count":20},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":12}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
