{"id":"https://openalex.org/W4389779330","doi":"https://doi.org/10.1109/dsc61021.2023.10354233","title":"AI Techniques for Software Vulnerability Detection and Mitigation","display_name":"AI Techniques for Software Vulnerability Detection and Mitigation","publication_year":2023,"publication_date":"2023-11-07","ids":{"openalex":"https://openalex.org/W4389779330","doi":"https://doi.org/10.1109/dsc61021.2023.10354233"},"language":"en","primary_location":{"id":"doi:10.1109/dsc61021.2023.10354233","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dsc61021.2023.10354233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Conference on Dependable and Secure Computing (DSC)","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/A5058952543","display_name":"Heba M. Khater","orcid":"https://orcid.org/0000-0002-6394-3482"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]},{"id":"https://openalex.org/I161913731","display_name":"Al Ain University","ror":"https://ror.org/023abrt21","country_code":"AE","type":"education","lineage":["https://openalex.org/I161913731"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Heba M. Khater","raw_affiliation_strings":["UAE University,Information Technology, College of IT,Al Ain,UAE","Information Technology, College of IT, UAE University, Al Ain, UAE"],"affiliations":[{"raw_affiliation_string":"UAE University,Information Technology, College of IT,Al Ain,UAE","institution_ids":["https://openalex.org/I201726411","https://openalex.org/I161913731"]},{"raw_affiliation_string":"Information Technology, College of IT, UAE University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061159372","display_name":"Mohamad Khayat","orcid":"https://orcid.org/0000-0002-1774-786X"},"institutions":[{"id":"https://openalex.org/I161913731","display_name":"Al Ain University","ror":"https://ror.org/023abrt21","country_code":"AE","type":"education","lineage":["https://openalex.org/I161913731"]},{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohamad Khayat","raw_affiliation_strings":["UAE University,Information Technology, College of IT,Al Ain,UAE","Information Technology, College of IT, UAE University, Al Ain, UAE"],"affiliations":[{"raw_affiliation_string":"UAE University,Information Technology, College of IT,Al Ain,UAE","institution_ids":["https://openalex.org/I201726411","https://openalex.org/I161913731"]},{"raw_affiliation_string":"Information Technology, College of IT, UAE University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000085565","display_name":"Saed Alrabaee","orcid":"https://orcid.org/0000-0001-8842-493X"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Saed Alrabaee","raw_affiliation_strings":["UAE University,Information Systems and Security College of IT,Al Ain,UAE","Information Systems and Security College of IT, UAE University, Al Ain, UAE"],"affiliations":[{"raw_affiliation_string":"UAE University,Information Systems and Security College of IT,Al Ain,UAE","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Information Systems and Security College of IT, UAE University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022074764","display_name":"Mohamed Adel Serhani","orcid":"https://orcid.org/0000-0001-7001-3710"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohamed Adel Serhani","raw_affiliation_strings":["University of Sharjah,College of Computing and Informatics,Sharjah,UAE","College of Computing and Informatics, University of Sharjah, Sharjah, UAE"],"affiliations":[{"raw_affiliation_string":"University of Sharjah,College of Computing and Informatics,Sharjah,UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"College of Computing and Informatics, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066524623","display_name":"Ezedin Barka","orcid":"https://orcid.org/0000-0002-3995-7198"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ezedin Barka","raw_affiliation_strings":["UAE University,Information Systems and Security College of IT,Al Ain,UAE","Information Systems and Security College of IT, UAE University, Al Ain, UAE"],"affiliations":[{"raw_affiliation_string":"UAE University,Information Systems and Security College of IT,Al Ain,UAE","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"Information Systems and Security College of IT, UAE University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020497805","display_name":"Farag Sallabi","orcid":"https://orcid.org/0000-0002-2887-5410"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]},{"id":"https://openalex.org/I161913731","display_name":"Al Ain University","ror":"https://ror.org/023abrt21","country_code":"AE","type":"education","lineage":["https://openalex.org/I161913731"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Farag Sallabi","raw_affiliation_strings":["UAE University,Computer and Network Engineering College of IT,Al Ain,UAE","Computer and Network Engineering College of IT, UAE University, Al Ain, UAE"],"affiliations":[{"raw_affiliation_string":"UAE University,Computer and Network Engineering College of IT,Al Ain,UAE","institution_ids":["https://openalex.org/I201726411","https://openalex.org/I161913731"]},{"raw_affiliation_string":"Computer and Network Engineering College of IT, UAE University, Al Ain, UAE","institution_ids":["https://openalex.org/I201726411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5058952543"],"corresponding_institution_ids":["https://openalex.org/I161913731","https://openalex.org/I201726411"],"apc_list":null,"apc_paid":null,"fwci":0.3952,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.59727723,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998000264167786,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9990000128746033,"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/T10260","display_name":"Software Engineering Research","score":0.9983999729156494,"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-security","display_name":"Computer security","score":0.7666205763816833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.713526725769043},{"id":"https://openalex.org/keywords/vulnerability","display_name":"Vulnerability (computing)","score":0.653448760509491},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.6353214383125305},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5847477912902832},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5090484023094177},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.485518217086792},{"id":"https://openalex.org/keywords/restructuring","display_name":"Restructuring","score":0.4603962302207947},{"id":"https://openalex.org/keywords/vulnerability-assessment","display_name":"Vulnerability assessment","score":0.45917654037475586},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3462480902671814},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15697601437568665},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.07998055219650269}],"concepts":[{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.7666205763816833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.713526725769043},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.653448760509491},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6353214383125305},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5847477912902832},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5090484023094177},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.485518217086792},{"id":"https://openalex.org/C45237549","wikidata":"https://www.wikidata.org/wiki/Q1376796","display_name":"Restructuring","level":2,"score":0.4603962302207947},{"id":"https://openalex.org/C167063184","wikidata":"https://www.wikidata.org/wiki/Q1400839","display_name":"Vulnerability assessment","level":3,"score":0.45917654037475586},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3462480902671814},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15697601437568665},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.07998055219650269},{"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/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dsc61021.2023.10354233","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/dsc61021.2023.10354233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Conference on Dependable and Secure Computing (DSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1969545431","https://openalex.org/W2004758929","https://openalex.org/W2061021352","https://openalex.org/W2092317965","https://openalex.org/W2583754312","https://openalex.org/W2740646481","https://openalex.org/W2781491433","https://openalex.org/W2962960733","https://openalex.org/W2998983696","https://openalex.org/W3101228802","https://openalex.org/W3107087963","https://openalex.org/W3142439607","https://openalex.org/W3159503568","https://openalex.org/W3159944911","https://openalex.org/W3167284599","https://openalex.org/W3187025053","https://openalex.org/W4205733352","https://openalex.org/W4214548153","https://openalex.org/W6628387306","https://openalex.org/W6751757098","https://openalex.org/W7054788026"],"related_works":["https://openalex.org/W1883246888","https://openalex.org/W2370114625","https://openalex.org/W1756374135","https://openalex.org/W2947584067","https://openalex.org/W3118510577","https://openalex.org/W2280562859","https://openalex.org/W230721595","https://openalex.org/W3157230915","https://openalex.org/W1496728123","https://openalex.org/W2062873522"],"abstract_inverted_index":{"The":[0,18,53],"growth":[1],"of":[2,5,15,22,31,48,51,58,77,99,115,155,158],"the":[3,29,37,44,64,73,100,113,133,148,156],"Internet":[4],"Things":[6],"(IoT)":[7],"is":[8,82,111],"leading":[9],"to":[10,39,84,94,140],"some":[11],"restructuring":[12],"and":[13,20,35,46,55,60,86,108,131,142],"transformation":[14],"everyday":[16],"lives.":[17],"number":[19],"diversity":[21],"IoT":[23,65,78,96],"devices":[24],"have":[25,66],"increased":[26],"rapidly,":[27],"enabling":[28],"vision":[30],"a":[32,124,152],"smarter":[33],"environment":[34],"opening":[36],"door":[38],"further":[40],"automation,":[41],"accompanied":[42],"by":[43,72],"generation":[45],"collection":[47],"enormous":[49],"amounts":[50],"data.":[52],"automation":[54],"ongoing":[56],"proliferation":[57],"personal":[59],"professional":[61],"data":[62],"in":[63,68,92,126,147,161],"resulted":[67],"countless":[69],"cyber-attacks":[70],"enabled":[71],"growing":[74],"security":[75,110],"vulnerabilities":[76,88,107,146],"devices.":[79],"Therefore,":[80],"it":[81],"crucial":[83],"detect":[85],"patch":[87],"before":[89],"attacks":[90],"happen":[91],"order":[93],"secure":[95],"environments.":[97],"One":[98],"most":[101],"promising":[102],"approaches":[103],"for":[104],"combating":[105],"cybersecurity":[106,144],"ensuring":[109],"through":[112],"use":[114],"artificial":[116],"intelligence":[117],"(AI).":[118],"In":[119],"this":[120],"paper,":[121],"we":[122,128],"provide":[123],"review":[125],"which":[127],"classify,":[129],"map,":[130],"summarize":[132],"available":[134],"literature":[135],"on":[136],"AI":[137,159],"techniques":[138],"used":[139],"recognize":[141],"reduce":[143],"software":[145],"IoT.":[149],"We":[150],"present":[151],"thorough":[153],"analysis":[154],"majority":[157],"trends":[160],"cybersecurity,":[162],"as":[163,165],"well":[164],"cutting-edge":[166],"solutions.":[167]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}