{"id":"https://openalex.org/W4404524722","doi":"https://doi.org/10.1007/978-3-031-77731-8_13","title":"Benchmarking Out of\u00a0the\u00a0Box Open-Source LLMs for\u00a0Malware Detection Based on\u00a0API Calls Sequences","display_name":"Benchmarking Out of\u00a0the\u00a0Box Open-Source LLMs for\u00a0Malware Detection Based on\u00a0API Calls Sequences","publication_year":2024,"publication_date":"2024-11-14","ids":{"openalex":"https://openalex.org/W4404524722","doi":"https://doi.org/10.1007/978-3-031-77731-8_13"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-77731-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-77731-8_13","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":"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/A5029097959","display_name":"Ciprian-Alin Simion","orcid":null},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Ciprian-Alin Simion","raw_affiliation_strings":["Bitdefender Laboratory, Iasi, Romania","Faculty of Computer Science, \u201cAl.I. Cuza\u201d University of Iasi, Iasi, Romania"],"affiliations":[{"raw_affiliation_string":"Bitdefender Laboratory, Iasi, Romania","institution_ids":[]},{"raw_affiliation_string":"Faculty of Computer Science, \u201cAl.I. Cuza\u201d University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I138164181"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101909208","display_name":"Gheorghe Balan","orcid":"https://orcid.org/0009-0001-0138-8604"},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Gheorghe Balan","raw_affiliation_strings":["Bitdefender Laboratory, Iasi, Romania","Faculty of Computer Science, \u201cAl.I. Cuza\u201d University of Iasi, Iasi, Romania"],"affiliations":[{"raw_affiliation_string":"Bitdefender Laboratory, Iasi, Romania","institution_ids":[]},{"raw_affiliation_string":"Faculty of Computer Science, \u201cAl.I. Cuza\u201d University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I138164181"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038633998","display_name":"Drago\u015f Teodor Gavrilu\u0163","orcid":"https://orcid.org/0009-0004-3339-9625"},"institutions":[{"id":"https://openalex.org/I138164181","display_name":"Alexandru Ioan Cuza University","ror":"https://ror.org/022kvet57","country_code":"RO","type":"education","lineage":["https://openalex.org/I138164181"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Drago\u015f Teodor Gavrilu\u0163","raw_affiliation_strings":["Bitdefender Laboratory, Iasi, Romania","Faculty of Computer Science, \u201cAl.I. Cuza\u201d University of Iasi, Iasi, Romania"],"affiliations":[{"raw_affiliation_string":"Bitdefender Laboratory, Iasi, Romania","institution_ids":[]},{"raw_affiliation_string":"Faculty of Computer Science, \u201cAl.I. Cuza\u201d University of Iasi, Iasi, Romania","institution_ids":["https://openalex.org/I138164181"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029097959"],"corresponding_institution_ids":["https://openalex.org/I138164181"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50851789,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"133","last_page":"142"},"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9986000061035156,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9959999918937683,"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/benchmarking","display_name":"Benchmarking","score":0.8582912087440491},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.822188138961792},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.8020721077919006},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.6680280566215515},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.48526808619499207},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4127798080444336},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33823081851005554},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.053569138050079346},{"id":"https://openalex.org/keywords/management","display_name":"Management","score":0.052023619413375854}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.8582912087440491},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.822188138961792},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.8020721077919006},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6680280566215515},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.48526808619499207},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4127798080444336},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33823081851005554},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.053569138050079346},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.052023619413375854},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-77731-8_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-77731-8_13","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":12,"referenced_works":["https://openalex.org/W1992181084","https://openalex.org/W2919815709","https://openalex.org/W2963532563","https://openalex.org/W3017054987","https://openalex.org/W3088714212","https://openalex.org/W4281386687","https://openalex.org/W4312326656","https://openalex.org/W4386214355","https://openalex.org/W4389945750","https://openalex.org/W4390699478","https://openalex.org/W6858023062","https://openalex.org/W6860710830"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2000169967","https://openalex.org/W2112883198"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
