{"id":"https://openalex.org/W3092638557","doi":"https://doi.org/10.1145/3320269.3405435","title":"POSTER: Dynamic Software Vulnerabilities Threat Prediction through Social Media Contextual Analysis","display_name":"POSTER: Dynamic Software Vulnerabilities Threat Prediction through Social Media Contextual Analysis","publication_year":2020,"publication_date":"2020-10-05","ids":{"openalex":"https://openalex.org/W3092638557","doi":"https://doi.org/10.1145/3320269.3405435","mag":"3092638557"},"language":"en","primary_location":{"id":"doi:10.1145/3320269.3405435","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3320269.3405435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM Asia Conference on Computer and Communications Security","raw_type":"proceedings-article"},"type":"conference-paper","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/A5081526846","display_name":"Shin\u2010Ying Huang","orcid":"https://orcid.org/0000-0003-3825-3129"},"institutions":[{"id":"https://openalex.org/I3141939062","display_name":"Institute for Information Industry","ror":"https://ror.org/01d8kr740","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I3141939062"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shin-Ying Huang","raw_affiliation_strings":["Institute for Information Industry, Taipei, Taiwan Roc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Information Industry, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I3141939062"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002904217","display_name":"Yiju Wu","orcid":"https://orcid.org/0000-0002-8695-7107"},"institutions":[{"id":"https://openalex.org/I3141939062","display_name":"Institute for Information Industry","ror":"https://ror.org/01d8kr740","country_code":"TW","type":"nonprofit","lineage":["https://openalex.org/I3141939062"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yiju Wu","raw_affiliation_strings":["Institute of Information Industry, Taipei, Taiwan Roc"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Industry, Taipei, Taiwan Roc","institution_ids":["https://openalex.org/I3141939062"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3141939062"],"apc_list":null,"apc_paid":null,"fwci":0.6816,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.69281466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"892","last_page":"894"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.9979000091552734,"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":0.9979000091552734,"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":0.9955999851226807,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9951000213623047,"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/computer-science","display_name":"Computer science","score":0.7937806844711304},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.7636352777481079},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.7407023906707764},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6910632252693176},{"id":"https://openalex.org/keywords/secure-coding","display_name":"Secure coding","score":0.5817992687225342},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5671107769012451},{"id":"https://openalex.org/keywords/vulnerability-management","display_name":"Vulnerability management","score":0.5657778978347778},{"id":"https://openalex.org/keywords/vulnerability-assessment","display_name":"Vulnerability assessment","score":0.5632601976394653},{"id":"https://openalex.org/keywords/threat-model","display_name":"Threat model","score":0.5454325675964355},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4817628860473633},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.45093804597854614},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3506849706172943},{"id":"https://openalex.org/keywords/information-security","display_name":"Information security","score":0.306559681892395},{"id":"https://openalex.org/keywords/software-security-assurance","display_name":"Software security assurance","score":0.2809542119503021},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2504616975784302}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7937806844711304},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.7636352777481079},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.7407023906707764},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6910632252693176},{"id":"https://openalex.org/C22680326","wikidata":"https://www.wikidata.org/wiki/Q7444867","display_name":"Secure coding","level":5,"score":0.5817992687225342},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5671107769012451},{"id":"https://openalex.org/C172776598","wikidata":"https://www.wikidata.org/wiki/Q7943570","display_name":"Vulnerability management","level":4,"score":0.5657778978347778},{"id":"https://openalex.org/C167063184","wikidata":"https://www.wikidata.org/wiki/Q1400839","display_name":"Vulnerability assessment","level":3,"score":0.5632601976394653},{"id":"https://openalex.org/C140547941","wikidata":"https://www.wikidata.org/wiki/Q7797194","display_name":"Threat model","level":2,"score":0.5454325675964355},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4817628860473633},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.45093804597854614},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3506849706172943},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.306559681892395},{"id":"https://openalex.org/C62913178","wikidata":"https://www.wikidata.org/wiki/Q7554361","display_name":"Software security assurance","level":4,"score":0.2809542119503021},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2504616975784302},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C137176749","wikidata":"https://www.wikidata.org/wiki/Q4105337","display_name":"Psychological resilience","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C29983905","wikidata":"https://www.wikidata.org/wiki/Q7445066","display_name":"Security service","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3320269.3405435","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3320269.3405435","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM Asia Conference on Computer and Communications Security","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2593589299","https://openalex.org/W2774398706","https://openalex.org/W2793129310","https://openalex.org/W2808249021","https://openalex.org/W2808465824","https://openalex.org/W2888251217","https://openalex.org/W2962892082","https://openalex.org/W4214656930","https://openalex.org/W4298872063"],"related_works":["https://openalex.org/W2392503306","https://openalex.org/W3041665175","https://openalex.org/W2393340519","https://openalex.org/W2390459954","https://openalex.org/W2980033082","https://openalex.org/W3058106096","https://openalex.org/W4390606847","https://openalex.org/W2589805430","https://openalex.org/W2152250926","https://openalex.org/W3092638557"],"abstract_inverted_index":{"Publicly":[0],"available":[1,55],"software":[2,27],"vulnerabilities":[3,111],"and":[4,39,125],"exploit":[5],"codes":[6],"are":[7,87],"often":[8],"utilized":[9],"by":[10],"malicious":[11],"actors":[12],"to":[13,16,24,28,34,47,69,97,108],"launch":[14],"cyberattack":[15],"vulnerable":[17],"targets.":[18],"Therefore,":[19],"organizations":[20],"not":[21],"only":[22],"need":[23,33],"update":[25],"their":[26],"the":[29,42,58,71,110,137],"latest":[30],"version,":[31],"they":[32],"do":[35],"effective":[36],"patch":[37],"management":[38],"also":[40],"prioritize":[41],"patching":[43],"schedule.":[44],"In":[45],"order":[46],"prevent":[48],"future":[49],"cyber":[50],"threat":[51,66,131],"based":[52],"on":[53,57],"publicly":[54],"resources":[56],"Internet,":[59],"this":[60],"study":[61],"propose":[62],"a":[63],"dynamic":[64],"vulnerability":[65,76,85],"assessment":[67],"model":[68,80],"predict":[70,109],"exploited":[72],"tendency":[73],"for":[74],"each":[75],"(i.e.,":[77],"CVE).":[78],"The":[79],"considers":[81],"many":[82],"aspects":[83],"of":[84,100,136],"which":[86],"gathered":[88],"from":[89,94],"multiple":[90],"sources.":[91],"Features":[92],"range":[93],"profile":[95],"information":[96,99],"contextual":[98],"Twitter":[101],"discussion":[102],"about":[103],"these":[104],"vulnerabilities.":[105],"When":[106],"applied":[107],"exploitation":[112],"in":[113],"real":[114],"world":[115],"data,":[116],"it":[117],"showed":[118],"better":[119],"prediction":[120],"accuracy":[121],"using":[122],"our":[123,130],"approach":[124],"has":[126],"been":[127],"deployed":[128],"into":[129],"intelligence":[132],"platform":[133],"as":[134],"one":[135],"analytic":[138],"functions.":[139]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}