{"id":"https://openalex.org/W7169675023","doi":"https://doi.org/10.1007/978-981-92-3391-5_39","title":"Source Code Vulnerability Detection Based on Semantic-Structural Synergistic Pyramid Network","display_name":"Source Code Vulnerability Detection Based on Semantic-Structural Synergistic Pyramid Network","publication_year":2026,"publication_date":"2026-07-18","ids":{"openalex":"https://openalex.org/W7169675023","doi":"https://doi.org/10.1007/978-981-92-3391-5_39"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-92-3391-5_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-3391-5_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5141140081","display_name":"Jianhua Song","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210153682","display_name":"Intelligent Health (United Kingdom)","ror":"https://ror.org/0576zak10","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210153682"]},{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Jianhua Song","raw_affiliation_strings":["Hubei Provincial Engineering Research Center for Cybersecurity of Intelligent Connected Vehicles, Wuhan, 430062, China","Key Laboratory of Intelligent Perception Systems and Safety, Ministry of Education, Wuhan, 430062, China","School of Cyber Science and Technology, Hubei University, Wuhan, 430062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Provincial Engineering Research Center for Cybersecurity of Intelligent Connected Vehicles, Wuhan, 430062, China","institution_ids":["https://openalex.org/I4210153682"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception Systems and Safety, Ministry of Education, Wuhan, 430062, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Cyber Science and Technology, Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125433654","display_name":"Yuchen Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuchen Deng","raw_affiliation_strings":["School of Cyber Science and Technology, Hubei University, Wuhan, 430062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141138850","display_name":"Peng He","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I4210153682","display_name":"Intelligent Health (United Kingdom)","ror":"https://ror.org/0576zak10","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210153682"]},{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Peng He","raw_affiliation_strings":["Hubei Provincial Engineering Research Center for Cybersecurity of Intelligent Connected Vehicles, Wuhan, 430062, China","Key Laboratory of Intelligent Perception Systems and Safety, Ministry of Education, Wuhan, 430062, China","School of Cyber Science and Technology, Hubei University, Wuhan, 430062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Provincial Engineering Research Center for Cybersecurity of Intelligent Connected Vehicles, Wuhan, 430062, China","institution_ids":["https://openalex.org/I4210153682"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Perception Systems and Safety, Ministry of Education, Wuhan, 430062, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Cyber Science and Technology, Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5141123902","display_name":"Fenping Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I75900474","display_name":"Hubei University","ror":"https://ror.org/03a60m280","country_code":"CN","type":"education","lineage":["https://openalex.org/I75900474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fenping Liang","raw_affiliation_strings":["School of Cyber Science and Technology, Hubei University, Wuhan, 430062, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Hubei University, Wuhan, 430062, China","institution_ids":["https://openalex.org/I75900474"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5125433654"],"corresponding_institution_ids":["https://openalex.org/I75900474"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"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":"479","last_page":"489"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.5412999987602234},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.4986000061035156},{"id":"https://openalex.org/keywords/bridging","display_name":"Bridging (networking)","score":0.46140000224113464},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.45879998803138733},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.41990000009536743},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.4113999903202057},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.3578000068664551},{"id":"https://openalex.org/keywords/data-structure","display_name":"Data structure","score":0.3564999997615814},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.3521000146865845}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8810999989509583},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.5412999987602234},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.4986000061035156},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.46140000224113464},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.45879998803138733},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.44110000133514404},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.41990000009536743},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.4113999903202057},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4050000011920929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36910000443458557},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.3578000068664551},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35740000009536743},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.3564999997615814},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3521000146865845},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3490000069141388},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.311599999666214},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.2944999933242798},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.29019999504089355},{"id":"https://openalex.org/C133162039","wikidata":"https://www.wikidata.org/wiki/Q1061077","display_name":"Code generation","level":3,"score":0.28870001435279846},{"id":"https://openalex.org/C163797641","wikidata":"https://www.wikidata.org/wiki/Q2067937","display_name":"Tree structure","level":3,"score":0.28790000081062317},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.28299999237060547},{"id":"https://openalex.org/C151416825","wikidata":"https://www.wikidata.org/wiki/Q934791","display_name":"Quadtree","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C58646249","wikidata":"https://www.wikidata.org/wiki/Q127380","display_name":"Abstract syntax tree","level":3,"score":0.2786000072956085},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2761000096797943},{"id":"https://openalex.org/C60048249","wikidata":"https://www.wikidata.org/wiki/Q37437","display_name":"Syntax","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.26820001006126404},{"id":"https://openalex.org/C171018156","wikidata":"https://www.wikidata.org/wiki/Q7370306","display_name":"Rotation formalisms in three dimensions","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.26100000739097595},{"id":"https://openalex.org/C37926939","wikidata":"https://www.wikidata.org/wiki/Q7449061","display_name":"Semantic equivalence","level":4,"score":0.25699999928474426},{"id":"https://openalex.org/C145644426","wikidata":"https://www.wikidata.org/wiki/Q169411","display_name":"Unified Modeling Language","level":3,"score":0.2549000084400177},{"id":"https://openalex.org/C195818886","wikidata":"https://www.wikidata.org/wiki/Q5421724","display_name":"Expressive power","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-92-3391-5_39","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-92-3391-5_39","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2885030880","https://openalex.org/W2963935794","https://openalex.org/W3161071537","https://openalex.org/W4412173826"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-19T06:00:50.952336","created_date":"2026-07-19T00:00:00"}