{"id":"https://openalex.org/W4366000106","doi":"https://doi.org/10.1007/s13042-023-01824-7","title":"An attention-based automatic vulnerability detection approach with GGNN","display_name":"An attention-based automatic vulnerability detection approach with GGNN","publication_year":2023,"publication_date":"2023-04-16","ids":{"openalex":"https://openalex.org/W4366000106","doi":"https://doi.org/10.1007/s13042-023-01824-7"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-023-01824-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-023-01824-7","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-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/A5015422592","display_name":"Gaigai Tang","orcid":"https://orcid.org/0000-0003-1798-5718"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaigai Tang","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China","School of Computer Science and Technology, Harbin Engineering University, Harbin, 150000, Heilongjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Engineering University, Harbin, 150000, Heilongjiang, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101475284","display_name":"Lin Yang","orcid":"https://orcid.org/0000-0002-6956-8177"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin Yang","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100363545","display_name":"Long Zhang","orcid":"https://orcid.org/0000-0002-8979-7014"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Long Zhang","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028260055","display_name":"Weipeng Cao","orcid":"https://orcid.org/0000-0003-2414-6066"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weipeng Cao","raw_affiliation_strings":["Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen, 518107, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Laboratory of Artificial Intelligence and Digital Economy (SZ), Shenzhen, 518107, Guangdong, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004499350","display_name":"Lianxiao Meng","orcid":"https://orcid.org/0000-0002-9471-0614"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianxiao Meng","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China","School of Computer Science and Technology, Harbin Engineering University, Harbin, 150000, Heilongjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Engineering University, Harbin, 150000, Heilongjiang, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019367920","display_name":"Hongbin He","orcid":"https://orcid.org/0000-0002-7438-0638"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongbin He","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101596080","display_name":"Hongyu Kuang","orcid":"https://orcid.org/0000-0003-1682-7013"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongyu Kuang","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100698300","display_name":"Feng Yang","orcid":"https://orcid.org/0000-0002-7183-5756"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feng Yang","raw_affiliation_strings":["National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Science and Technology on Information System Security, Institute of System Engineering, Academy of Military Science, Beijing, 100071, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101954149","display_name":"Huiqiang Wang","orcid":"https://orcid.org/0000-0002-1007-5589"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huiqiang Wang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Engineering University, Harbin, 150000, Heilongjiang, China"],"raw_orcid":"https://orcid.org/0000-0002-1007-5589","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Engineering University, Harbin, 150000, Heilongjiang, China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101954149"],"corresponding_institution_ids":["https://openalex.org/I151727225"],"apc_list":{"value":3590,"currency":"USD","value_usd":3590},"apc_paid":null,"fwci":8.7908,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.97569415,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"14","issue":"9","first_page":"3113","last_page":"3127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994000196456909,"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/T10260","display_name":"Software Engineering Research","score":0.9994000196456909,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9977999925613403,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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":0.8316428661346436},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6495507955551147},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.5948360562324524},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5561933517456055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5300557017326355},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5214283466339111},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5145558714866638},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.43126019835472107},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4193376898765564},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41608214378356934},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41287434101104736},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.26446279883384705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8316428661346436},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6495507955551147},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.5948360562324524},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5561933517456055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5300557017326355},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5214283466339111},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5145558714866638},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.43126019835472107},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4193376898765564},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41608214378356934},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41287434101104736},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.26446279883384705},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-023-01824-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-023-01824-7","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3607158765","display_name":null,"funder_award_id":"62106150","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1903029394","https://openalex.org/W1992114977","https://openalex.org/W2069268700","https://openalex.org/W2137952932","https://openalex.org/W2157331557","https://openalex.org/W2297419069","https://openalex.org/W2470673105","https://openalex.org/W2559935471","https://openalex.org/W2634106992","https://openalex.org/W2781491433","https://openalex.org/W2795170942","https://openalex.org/W2962960733","https://openalex.org/W2982577744","https://openalex.org/W2990323480","https://openalex.org/W3033393716","https://openalex.org/W3101228802","https://openalex.org/W3111602563","https://openalex.org/W3127736190","https://openalex.org/W3136874603","https://openalex.org/W3137781054"],"related_works":["https://openalex.org/W2953234277","https://openalex.org/W2626256601","https://openalex.org/W2900413183","https://openalex.org/W4390975304","https://openalex.org/W147410782","https://openalex.org/W3022252430","https://openalex.org/W2095030957","https://openalex.org/W4249277012","https://openalex.org/W2066827917","https://openalex.org/W2884201223"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
