{"id":"https://openalex.org/W7168358245","doi":"https://doi.org/10.1109/iccworkshops63917.2026.11586730","title":"PACDiff: Protocol-Aware Diffusion-Based Anomaly Detection for Next-Generation Vehicular Networks","display_name":"PACDiff: Protocol-Aware Diffusion-Based Anomaly Detection for Next-Generation Vehicular Networks","publication_year":2026,"publication_date":"2026-05-24","ids":{"openalex":"https://openalex.org/W7168358245","doi":"https://doi.org/10.1109/iccworkshops63917.2026.11586730"},"language":null,"primary_location":{"id":"doi:10.1109/iccworkshops63917.2026.11586730","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops63917.2026.11586730","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Communications Workshops (ICC Workshops)","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/A5140753805","display_name":"Rahman Shafique","orcid":null},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Rahman Shafique","raw_affiliation_strings":["Yeungnam University,Department of Information & Communication Engineering,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yeungnam University,Department of Information & Communication Engineering,Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140956693","display_name":"Furqan Rustam","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Furqan Rustam","raw_affiliation_strings":["University College,School of Computer Science,Dublin,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College,School of Computer Science,Dublin,Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140756162","display_name":"Gyu Sang Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I55240360","display_name":"Yeungnam University","ror":"https://ror.org/05yc6p159","country_code":"KR","type":"education","lineage":["https://openalex.org/I55240360"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gyu Sang Choi","raw_affiliation_strings":["Yeungnam University,Department of Information & Communication Engineering,Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yeungnam University,Department of Information & Communication Engineering,Republic of Korea","institution_ids":["https://openalex.org/I55240360"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5140842628","display_name":"Anca Delia Jurcut","orcid":null},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Anca Delia Jurcut","raw_affiliation_strings":["University College,School of Computer Science,Dublin,Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University College,School of Computer Science,Dublin,Ireland","institution_ids":["https://openalex.org/I100930933"]}]}],"institutions":[],"countries_distinct_count":2,"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":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.33869999647140503},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.2766000032424927},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.2662999927997589},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.26100000739097595},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.260699987411499}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5830000042915344},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.33869999647140503},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31450000405311584},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.2766000032424927},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.260699987411499},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.24560000002384186},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.24459999799728394},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2442999929189682}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccworkshops63917.2026.11586730","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccworkshops63917.2026.11586730","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-16T06:00:37.324182","created_date":"2026-07-16T00:00:00"}