{"id":"https://openalex.org/W4396554350","doi":"https://doi.org/10.5220/0012707900003687","title":"Automated Software Vulnerability Detection Using CodeBERT and Convolutional Neural Network","display_name":"Automated Software Vulnerability Detection Using CodeBERT and Convolutional Neural Network","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396554350","doi":"https://doi.org/10.5220/0012707900003687"},"language":"en","primary_location":{"id":"doi:10.5220/0012707900003687","doi":"https://doi.org/10.5220/0012707900003687","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012707900003687","pdf_url":null,"source":{"id":"https://openalex.org/S4306419450","display_name":"International Conference on Evaluation of Novel Approaches to Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5220/0012707900003687","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093207608","display_name":"Rabaya Sultana Mim","orcid":"https://orcid.org/0009-0001-7073-1736","observed_orcids":["https://orcid.org/0009-0001-7073-1736"]},"institutions":[{"id":"https://openalex.org/I205746353","display_name":"University of Dhaka","ror":"https://ror.org/05wv2vq37","country_code":"BD","type":"education","lineage":["https://openalex.org/I205746353"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Rabaya Mim","raw_affiliation_strings":["Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh, --- Select a Country ---","institution_ids":["https://openalex.org/I205746353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091346323","display_name":"Abdus Satter","orcid":"https://orcid.org/0000-0002-2053-7150","observed_orcids":["https://orcid.org/0000-0002-2053-7150"]},"institutions":[{"id":"https://openalex.org/I205746353","display_name":"University of Dhaka","ror":"https://ror.org/05wv2vq37","country_code":"BD","type":"education","lineage":["https://openalex.org/I205746353"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Abdus Satter","raw_affiliation_strings":["Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh, --- Select a Country ---","institution_ids":["https://openalex.org/I205746353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080990177","display_name":"Toukir Ahammed","orcid":"https://orcid.org/0000-0002-1915-7345","observed_orcids":["https://orcid.org/0000-0002-1915-7345"]},"institutions":[{"id":"https://openalex.org/I205746353","display_name":"University of Dhaka","ror":"https://ror.org/05wv2vq37","country_code":"BD","type":"education","lineage":["https://openalex.org/I205746353"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Toukir Ahammed","raw_affiliation_strings":["Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh, --- Select a Country ---","institution_ids":["https://openalex.org/I205746353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051563680","display_name":"Kazi Muheymin Sakib","orcid":"https://orcid.org/0009-0002-0514-7362","observed_orcids":["https://orcid.org/0009-0002-0514-7362","https://orcid.org/0009-0002-3450-3143"]},"institutions":[{"id":"https://openalex.org/I205746353","display_name":"University of Dhaka","ror":"https://ror.org/05wv2vq37","country_code":"BD","type":"education","lineage":["https://openalex.org/I205746353"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Kazi Sakib","raw_affiliation_strings":["Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Technology, University of Dhaka, Dhaka, Bangladesh, --- Select a Country ---","institution_ids":["https://openalex.org/I205746353"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I205746353"],"apc_list":null,"apc_paid":null,"fwci":3.4614,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.94261388,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"156","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.7778000235557556,"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":0.7778000235557556,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.15950000286102295,"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"}},{"id":"https://openalex.org/T12479","display_name":"Web Application Security Vulnerabilities","score":0.01979999989271164,"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/software-vulnerability-detection","display_name":"software vulnerability detection","score":0.9929999709129333},{"id":"https://openalex.org/keywords/codebert","display_name":"CodeBERT","score":0.7919999957084656},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9559999704360962},{"id":"https://openalex.org/keywords/code-embeddings","display_name":"code embeddings","score":0.5379999876022339},{"id":"https://openalex.org/keywords/automated-vulnerability-detection","display_name":"automated vulnerability detection","score":0.42899999022483826},{"id":"https://openalex.org/keywords/source-code-analysis","display_name":"source code analysis","score":0.6549999713897705}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8032790422439575},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7931397557258606},{"id":"https://openalex.org/C95713431","wikidata":"https://www.wikidata.org/wiki/Q631425","display_name":"Vulnerability (computing)","level":2,"score":0.5692578554153442},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46067389845848083},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36814457178115845},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16692575812339783},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0866134762763977}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0012707900003687","doi":"https://doi.org/10.5220/0012707900003687","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012707900003687","pdf_url":null,"source":{"id":"https://openalex.org/S4306419450","display_name":"International Conference on Evaluation of Novel Approaches to Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0012707900003687","doi":"https://doi.org/10.5220/0012707900003687","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0012707900003687","pdf_url":null,"source":{"id":"https://openalex.org/S4306419450","display_name":"International Conference on Evaluation of Novel Approaches to Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 19th International Conference on Evaluation of Novel Approaches to Software Engineering","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4408726004","https://openalex.org/W6903816319","https://openalex.org/W7164936755","https://openalex.org/W7162411418","https://openalex.org/W4406255357","https://openalex.org/W4313330817","https://openalex.org/W4409505163","https://openalex.org/W4396594820","https://openalex.org/W4412042459","https://openalex.org/W4205733352"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":5}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-05-02T00:00:00"}