{"id":"https://openalex.org/W4411255609","doi":"https://doi.org/10.1007/978-3-031-94855-8_13","title":"Enhancing JavaScript Malware Detection Through Weighted Behavioral DFAs","display_name":"Enhancing JavaScript Malware Detection Through Weighted Behavioral DFAs","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411255609","doi":"https://doi.org/10.1007/978-3-031-94855-8_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-94855-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-94855-8_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5108119223","display_name":"Pedro Pereira","orcid":null},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Pedro Pereira","raw_affiliation_strings":["GECAD, ISEP, Polytechnic of Porto, rua Dr. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal"],"raw_orcid":"https://orcid.org/0009-0008-7641-1566","affiliations":[{"raw_affiliation_string":"GECAD, ISEP, Polytechnic of Porto, rua Dr. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112212726","display_name":"Jos\u00e9 Gon\u00e7alves","orcid":"https://orcid.org/0009-0004-1038-8384"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Gon\u00e7alves","raw_affiliation_strings":["GECAD, ISEP, Polytechnic of Porto, rua Dr. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal"],"raw_orcid":"https://orcid.org/0009-0004-1038-8384","affiliations":[{"raw_affiliation_string":"GECAD, ISEP, Polytechnic of Porto, rua Dr. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000190815","display_name":"Jo\u00e3o Vitorino","orcid":"https://orcid.org/0000-0002-4968-3653"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Vitorino","raw_affiliation_strings":["GECAD, ISEP, Polytechnic of Porto, rua Dr. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-4968-3653","affiliations":[{"raw_affiliation_string":"GECAD, ISEP, Polytechnic of Porto, rua Dr. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004608532","display_name":"Eva Maia","orcid":"https://orcid.org/0000-0002-8075-531X"},"institutions":[{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Eva Maia","raw_affiliation_strings":["GECAD, ISEP, Polytechnic of Porto, rua Dr. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-8075-531X","affiliations":[{"raw_affiliation_string":"GECAD, ISEP, Polytechnic of Porto, rua Dr. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005516592","display_name":"Isabel Pra\u00e7a","orcid":"https://orcid.org/0000-0002-2519-9859"},"institutions":[{"id":"https://openalex.org/I4392738089","display_name":"Instituto Superior de Engenharia do Porto","ror":"https://ror.org/04h7zpy51","country_code":null,"type":"facility","lineage":["https://openalex.org/I4392738089","https://openalex.org/I83863532"]},{"id":"https://openalex.org/I83863532","display_name":"Polytechnic Institute of Porto","ror":"https://ror.org/04988re48","country_code":"PT","type":"education","lineage":["https://openalex.org/I83863532"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Isabel Pra\u00e7a","raw_affiliation_strings":["GECAD, ISEP, Polytechnic of Porto, rua Dr. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal","Instituto Superior de Engenharia do Porto, Porto, Portugal"],"raw_orcid":"https://orcid.org/0000-0002-2519-9859","affiliations":[{"raw_affiliation_string":"GECAD, ISEP, Polytechnic of Porto, rua Dr. Ant\u00f3nio Bernardino de Almeida, 4249-015, Porto, Portugal","institution_ids":["https://openalex.org/I83863532"]},{"raw_affiliation_string":"Instituto Superior de Engenharia do Porto, Porto, Portugal","institution_ids":["https://openalex.org/I83863532","https://openalex.org/I4392738089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108119223"],"corresponding_institution_ids":["https://openalex.org/I83863532"],"apc_list":null,"apc_paid":null,"fwci":22.7482,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.99555376,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"201","last_page":"214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":1.0,"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":1.0,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9995999932289124,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/javascript","display_name":"JavaScript","score":0.893725574016571},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7902693152427673},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.718146562576294},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.365767240524292},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.35188156366348267},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3258500099182129},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2616502642631531}],"concepts":[{"id":"https://openalex.org/C544833334","wikidata":"https://www.wikidata.org/wiki/Q2005","display_name":"JavaScript","level":2,"score":0.893725574016571},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7902693152427673},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.718146562576294},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.365767240524292},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.35188156366348267},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3258500099182129},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2616502642631531}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-94855-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-94855-8_13","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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":24,"referenced_works":["https://openalex.org/W1491081130","https://openalex.org/W1969295446","https://openalex.org/W1970867218","https://openalex.org/W1984124567","https://openalex.org/W1987644478","https://openalex.org/W2003568760","https://openalex.org/W2045002320","https://openalex.org/W2087671069","https://openalex.org/W2106649514","https://openalex.org/W2160289821","https://openalex.org/W2168519318","https://openalex.org/W2339978126","https://openalex.org/W2516809705","https://openalex.org/W2911281300","https://openalex.org/W2914630606","https://openalex.org/W2946804763","https://openalex.org/W2952419531","https://openalex.org/W3008890513","https://openalex.org/W3096242105","https://openalex.org/W4206739508","https://openalex.org/W4292158528","https://openalex.org/W4309939034","https://openalex.org/W4384030645","https://openalex.org/W4403791800"],"related_works":["https://openalex.org/W2097492617","https://openalex.org/W2461078469","https://openalex.org/W2753240997","https://openalex.org/W123790205","https://openalex.org/W1764168690","https://openalex.org/W2537959205","https://openalex.org/W2085515337","https://openalex.org/W2740895074","https://openalex.org/W2772446090","https://openalex.org/W4387456547"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
