{"id":"https://openalex.org/W4392399556","doi":"https://doi.org/10.5220/0012303800003648","title":"Deep Q-Networks for Imbalanced Multi-Class Malware Classification","display_name":"Deep Q-Networks for Imbalanced Multi-Class Malware Classification","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4392399556","doi":"https://doi.org/10.5220/0012303800003648"},"language":"en","primary_location":{"id":"doi:10.5220/0012303800003648","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012303800003648","pdf_url":null,"source":null,"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 10th International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0012303800003648","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092128322","display_name":"Antonio Maci","orcid":"https://orcid.org/0000-0002-6526-554X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonio Maci","raw_affiliation_strings":["Cybersecurity Laboratory, BV TECH S.p.A., Milan, Italy, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cybersecurity Laboratory, BV TECH S.p.A., Milan, Italy, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043791952","display_name":"Giuseppe Urbano","orcid":"https://orcid.org/0009-0004-7954-5296"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giuseppe Urbano","raw_affiliation_strings":["Cybersecurity Laboratory, BV TECH S.p.A., Milan, Italy, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cybersecurity Laboratory, BV TECH S.p.A., Milan, Italy, --- Select a Country ---","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092128323","display_name":"Antonio Coscia","orcid":"https://orcid.org/0000-0002-7263-4999"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Antonio Coscia","raw_affiliation_strings":["Cybersecurity Laboratory, BV TECH S.p.A., Milan, Italy, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cybersecurity Laboratory, BV TECH S.p.A., Milan, Italy, --- Select a Country ---","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2514,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76528317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"342","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9966999888420105,"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"}},"topics":[{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9966999888420105,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/malware","display_name":"Malware","score":0.8104431629180908},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7445369958877563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6057505011558533},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5955199003219604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4044959545135498},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.25981664657592773}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8104431629180908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7445369958877563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6057505011558533},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5955199003219604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4044959545135498},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.25981664657592773}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0012303800003648","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012303800003648","pdf_url":null,"source":null,"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 10th International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0012303800003648","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0012303800003648","pdf_url":null,"source":null,"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 10th International Conference on Information Systems Security and Privacy","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}