{"id":"https://openalex.org/W4415743951","doi":"https://doi.org/10.1109/qrs-c65679.2025.00111","title":"SUPAE: Semantic-enhanced Understanding and PoC Aspect Extraction for Vulnerability Reports","display_name":"SUPAE: Semantic-enhanced Understanding and PoC Aspect Extraction for Vulnerability Reports","publication_year":2025,"publication_date":"2025-07-16","ids":{"openalex":"https://openalex.org/W4415743951","doi":"https://doi.org/10.1109/qrs-c65679.2025.00111"},"language":null,"primary_location":{"id":"doi:10.1109/qrs-c65679.2025.00111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qrs-c65679.2025.00111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 25th International Conference on Software Quality, Reliability, and Security Companion (QRS-C)","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/A5109469585","display_name":"Min Gu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Gu","raw_affiliation_strings":["College of Command and Control Engineering, Army Engineering University of PLA,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"College of Command and Control Engineering, Army Engineering University of PLA,Nanjing,China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112116127","display_name":"Lu Liu","orcid":"https://orcid.org/0009-0003-4396-6032"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Liu","raw_affiliation_strings":["College of Command and Control Engineering, Army Engineering University of PLA,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"College of Command and Control Engineering, Army Engineering University of PLA,Nanjing,China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102793068","display_name":"Xiangrui Sun","orcid":"https://orcid.org/0009-0005-2887-3166"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangrui Sun","raw_affiliation_strings":["College of Command and Control Engineering, Army Engineering University of PLA,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"College of Command and Control Engineering, Army Engineering University of PLA,Nanjing,China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050647850","display_name":"Jiangtao Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangtao Lu","raw_affiliation_strings":["College of Command and Control Engineering, Army Engineering University of PLA,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"College of Command and Control Engineering, Army Engineering University of PLA,Nanjing,China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018385255","display_name":"Song Huang","orcid":"https://orcid.org/0000-0002-6894-3916"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Huang","raw_affiliation_strings":["College of Command and Control Engineering, Army Engineering University of PLA,Nanjing,China"],"affiliations":[{"raw_affiliation_string":"College of Command and Control Engineering, Army Engineering University of PLA,Nanjing,China","institution_ids":["https://openalex.org/I4210163363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5109469585"],"corresponding_institution_ids":["https://openalex.org/I4210163363"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46951281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"792","last_page":"793"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10734","display_name":"Information and Cyber Security","score":0.29510000348091125,"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":0.29510000348091125,"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/T12479","display_name":"Web Application Security Vulnerabilities","score":0.24879999458789825,"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/T12519","display_name":"Cybercrime and Law Enforcement Studies","score":0.10589999705553055,"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/vulnerability","display_name":"Vulnerability (computing)","score":0.8251000046730042},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5819000005722046},{"id":"https://openalex.org/keywords/vulnerability-management","display_name":"Vulnerability management","score":0.5303999781608582},{"id":"https://openalex.org/keywords/vulnerability-assessment","display_name":"Vulnerability assessment","score":0.5105000138282776},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48660001158714294},{"id":"https://openalex.org/keywords/information-extraction","display_name":"Information extraction","score":0.38920000195503235}],"concepts":[{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.8251000046730042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7289000153541565},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5819000005722046},{"id":"https://openalex.org/C172776598","wikidata":"https://www.wikidata.org/wiki/Q7943570","display_name":"Vulnerability management","level":4,"score":0.5303999781608582},{"id":"https://openalex.org/C167063184","wikidata":"https://www.wikidata.org/wiki/Q1400839","display_name":"Vulnerability assessment","level":3,"score":0.5105000138282776},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48660001158714294},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.42289999127388},{"id":"https://openalex.org/C195807954","wikidata":"https://www.wikidata.org/wiki/Q1662562","display_name":"Information extraction","level":2,"score":0.38920000195503235},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3808000087738037},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3801000118255615},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.36239999532699585},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34529998898506165},{"id":"https://openalex.org/C527648132","wikidata":"https://www.wikidata.org/wiki/Q189900","display_name":"Information security","level":2,"score":0.31619998812675476},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31299999356269836},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.3095000088214874},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.2799000144004822},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/qrs-c65679.2025.00111","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qrs-c65679.2025.00111","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 25th International Conference on Software Quality, Reliability, and Security Companion (QRS-C)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W4319736724","https://openalex.org/W4384345662"],"related_works":[],"abstract_inverted_index":{"Analyzing":[0],"and":[1,33,62,75],"understanding":[2,85],"vulnerability":[3,20,35,79],"reports":[4],"has":[5],"long":[6],"been":[7],"a":[8,16,51],"challenge":[9],"in":[10,47],"the":[11,44,68,84,87],"security":[12],"field.":[13],"Faced":[14],"with":[15],"vast":[17],"number":[18],"of":[19,60,86],"reports,":[21,36,48,80],"there":[22],"is":[23],"an":[24],"urgent":[25],"need":[26],"for":[27,56],"automated":[28],"models":[29],"to":[30,42],"help":[31],"understand":[32],"analyze":[34],"especially":[37],"PoC":[38],"reports.":[39,88],"In":[40],"order":[41],"harness":[43],"semantic":[45,76],"information":[46,77],"we":[49],"propose":[50],"large":[52],"language":[53],"model-assisted":[54],"approach":[55,70],"extracting":[57],"key":[58],"aspects":[59],"vulnerabilities":[61],"PoCs.":[63],"The":[64],"experiments":[65],"indicate":[66],"that":[67],"proposed":[69],"can":[71],"learn":[72],"domain":[73],"knowledge":[74],"from":[78],"which":[81],"effectively":[82],"enhance":[83]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-31T00:00:00"}