{"id":"https://openalex.org/W1586252162","doi":"https://doi.org/10.1007/978-3-642-19934-9_53","title":"Semi-supervised Learning for Unknown Malware Detection","display_name":"Semi-supervised Learning for Unknown Malware Detection","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1586252162","doi":"https://doi.org/10.1007/978-3-642-19934-9_53","mag":"1586252162"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-19934-9_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-19934-9_53","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"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":"Advances in Intelligent and Soft Computing","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/A5058251176","display_name":"Igor Santos","orcid":"https://orcid.org/0000-0002-9511-8612"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Igor Santos","raw_affiliation_strings":["University of Deusto"],"affiliations":[{"raw_affiliation_string":"University of Deusto","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058922555","display_name":"Javier Nieves","orcid":"https://orcid.org/0000-0001-8567-452X"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Nieves","raw_affiliation_strings":["University of Deusto"],"affiliations":[{"raw_affiliation_string":"University of Deusto","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003633944","display_name":"Pablo G. Bringas","orcid":"https://orcid.org/0000-0003-3594-9534"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pablo G. Bringas","raw_affiliation_strings":["University of Deusto"],"affiliations":[{"raw_affiliation_string":"University of Deusto","institution_ids":["https://openalex.org/I136040515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5058251176"],"corresponding_institution_ids":["https://openalex.org/I136040515"],"apc_list":null,"apc_paid":null,"fwci":10.0979,"has_fulltext":false,"cited_by_count":109,"citation_normalized_percentile":{"value":0.98849595,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"415","last_page":"422"},"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":0.9997000098228455,"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":0.9970999956130981,"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":0.9503852128982544},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.794204831123352},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7435951828956604},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6734148263931274},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.5931845307350159},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5293154120445251},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5160281658172607},{"id":"https://openalex.org/keywords/cryptovirology","display_name":"Cryptovirology","score":0.4692178964614868},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24066585302352905},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.08486714959144592},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.05640453100204468}],"concepts":[{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.9503852128982544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.794204831123352},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7435951828956604},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6734148263931274},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.5931845307350159},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5293154120445251},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5160281658172607},{"id":"https://openalex.org/C84525096","wikidata":"https://www.wikidata.org/wiki/Q3506050","display_name":"Cryptovirology","level":3,"score":0.4692178964614868},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24066585302352905},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.08486714959144592},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.05640453100204468}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-19934-9_53","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-19934-9_53","pdf_url":null,"source":{"id":"https://openalex.org/S4210208846","display_name":"Advances in intelligent and soft computing","issn_l":"1867-5662","issn":["1867-5662","1867-5670"],"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":"Advances in Intelligent and Soft Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6600000262260437,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W36091977","https://openalex.org/W165688198","https://openalex.org/W192227941","https://openalex.org/W1479807131","https://openalex.org/W1570043269","https://openalex.org/W1571989395","https://openalex.org/W1576226931","https://openalex.org/W1956559956","https://openalex.org/W2034102017","https://openalex.org/W2096921767","https://openalex.org/W2099053789","https://openalex.org/W2125615781","https://openalex.org/W2126734536","https://openalex.org/W2139688842","https://openalex.org/W2144112223","https://openalex.org/W2154455818","https://openalex.org/W2159702664","https://openalex.org/W2164463255","https://openalex.org/W2168020168","https://openalex.org/W2168414911","https://openalex.org/W2325227998","https://openalex.org/W3202272593"],"related_works":["https://openalex.org/W4249009605","https://openalex.org/W2900526031","https://openalex.org/W4256304280","https://openalex.org/W2395100307","https://openalex.org/W2909615516","https://openalex.org/W3183826413","https://openalex.org/W4243179955","https://openalex.org/W3205001643","https://openalex.org/W2557742076","https://openalex.org/W2968504645"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":5}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}