{"id":"https://openalex.org/W4404844947","doi":"https://doi.org/10.1007/978-981-96-0570-5_31","title":"Detecting Ransomware Using System Calls Through Transfer Learning on\u00a0a\u00a0Limited Feature Set","display_name":"Detecting Ransomware Using System Calls Through Transfer Learning on\u00a0a\u00a0Limited Feature Set","publication_year":2024,"publication_date":"2024-11-30","ids":{"openalex":"https://openalex.org/W4404844947","doi":"https://doi.org/10.1007/978-981-96-0570-5_31"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-0570-5_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-0570-5_31","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/A5014096146","display_name":"Harpreet Kaur","orcid":null},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":true,"raw_author_name":"Harpreet Kaur","raw_affiliation_strings":["The University of Waikato, Hamilton, New Zealand"],"raw_orcid":"https://orcid.org/0009-0001-0413-9013","affiliations":[{"raw_affiliation_string":"The University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024729513","display_name":"Vimal Kumar","orcid":"https://orcid.org/0000-0002-4955-3058"},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Vimal Kumar","raw_affiliation_strings":["The University of Waikato, Hamilton, New Zealand"],"raw_orcid":"https://orcid.org/0000-0002-4955-3058","affiliations":[{"raw_affiliation_string":"The University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012362877","display_name":"Atthapan Daramas","orcid":null},"institutions":[{"id":"https://openalex.org/I52179390","display_name":"University of Waikato","ror":"https://ror.org/013fsnh78","country_code":"NZ","type":"education","lineage":["https://openalex.org/I52179390"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Atthapan Daramas","raw_affiliation_strings":["The University of Waikato, Hamilton, New Zealand"],"raw_orcid":"https://orcid.org/0009-0001-9575-2752","affiliations":[{"raw_affiliation_string":"The University of Waikato, Hamilton, New Zealand","institution_ids":["https://openalex.org/I52179390"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014096146"],"corresponding_institution_ids":["https://openalex.org/I52179390"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9105,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.77331052,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"426","last_page":"440"},"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":0.9955999851226807,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.8535168766975403},{"id":"https://openalex.org/keywords/ransomware","display_name":"Ransomware","score":0.8111736178398132},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.7080675363540649},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5833109021186829},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5018961429595947},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.4983048439025879},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4705498516559601},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3317607045173645},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.17742320895195007},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.175680011510849},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.16691088676452637},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1574532687664032}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8535168766975403},{"id":"https://openalex.org/C2777667771","wikidata":"https://www.wikidata.org/wiki/Q926331","display_name":"Ransomware","level":3,"score":0.8111736178398132},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.7080675363540649},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5833109021186829},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5018961429595947},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.4983048439025879},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4705498516559601},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3317607045173645},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.17742320895195007},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.175680011510849},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.16691088676452637},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1574532687664032},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-0570-5_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-0570-5_31","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":[{"score":0.4000000059604645,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2010065958","https://openalex.org/W2194775991","https://openalex.org/W2613527058","https://openalex.org/W2732916693","https://openalex.org/W2898457271","https://openalex.org/W3039822732","https://openalex.org/W3117368983","https://openalex.org/W3132588576","https://openalex.org/W4214762475","https://openalex.org/W4306154842","https://openalex.org/W4367595786","https://openalex.org/W4384300587","https://openalex.org/W4390509828"],"related_works":["https://openalex.org/W3201228709","https://openalex.org/W2922354075","https://openalex.org/W4389157351","https://openalex.org/W4232561318","https://openalex.org/W3202245533","https://openalex.org/W4253977752","https://openalex.org/W2942879794","https://openalex.org/W2964829536","https://openalex.org/W2904586340","https://openalex.org/W3120595989"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}