{"id":"https://openalex.org/W4225586443","doi":"https://doi.org/10.1007/978-3-030-98795-4_12","title":"Adversarial Machine Learning","display_name":"Adversarial Machine Learning","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4225586443","doi":"https://doi.org/10.1007/978-3-030-98795-4_12"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-98795-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-98795-4_12","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/A5029075061","display_name":"Carlos Javier Hern\u00e1ndez\u2010Castro","orcid":"https://orcid.org/0000-0001-8070-9586"},"institutions":[{"id":"https://openalex.org/I121748325","display_name":"Universidad Complutense de Madrid","ror":"https://ror.org/02p0gd045","country_code":"ES","type":"education","lineage":["https://openalex.org/I121748325"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Carlos Javier Hern\u00e1ndez-Castro","raw_affiliation_strings":["Complutense University, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Complutense University, Madrid, Spain","institution_ids":["https://openalex.org/I121748325"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046771199","display_name":"Zhuoran Liu","orcid":"https://orcid.org/0000-0002-3953-0637"},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Zhuoran Liu","raw_affiliation_strings":["Radboud University, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Radboud University, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027550247","display_name":"Alex Serban","orcid":null},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alex Serban","raw_affiliation_strings":["Radboud University, Nijmegen, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Radboud University, Nijmegen, The Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003959400","display_name":"Ilias Tsingenopoulos","orcid":"https://orcid.org/0000-0002-7714-5238"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]},{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Ilias Tsingenopoulos","raw_affiliation_strings":["imec-Distrinet, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"imec-Distrinet, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974","https://openalex.org/I99464096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054031138","display_name":"Wouter Joosen","orcid":"https://orcid.org/0000-0002-7710-5092"},"institutions":[{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]},{"id":"https://openalex.org/I4210114974","display_name":"IMEC","ror":"https://ror.org/02kcbn207","country_code":"BE","type":"nonprofit","lineage":["https://openalex.org/I4210114974"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Wouter Joosen","raw_affiliation_strings":["imec-Distrinet, KU Leuven, Leuven, Belgium"],"affiliations":[{"raw_affiliation_string":"imec-Distrinet, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I4210114974","https://openalex.org/I99464096"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5029075061"],"corresponding_institution_ids":["https://openalex.org/I121748325"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0286,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.76803825,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"287","last_page":"312"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9988999962806702,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9937000274658203,"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/adversarial-system","display_name":"Adversarial system","score":0.9205342531204224},{"id":"https://openalex.org/keywords/adversarial-machine-learning","display_name":"Adversarial machine learning","score":0.8262836337089539},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7896015048027039},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7823776006698608},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7150535583496094},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.43382686376571655},{"id":"https://openalex.org/keywords/online-machine-learning","display_name":"Online machine learning","score":0.4278974235057831},{"id":"https://openalex.org/keywords/instance-based-learning","display_name":"Instance-based learning","score":0.41753679513931274},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4158608913421631},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.4120626747608185},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.33312535285949707},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07083383202552795}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.9205342531204224},{"id":"https://openalex.org/C2778403875","wikidata":"https://www.wikidata.org/wiki/Q20312394","display_name":"Adversarial machine learning","level":3,"score":0.8262836337089539},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7896015048027039},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7823776006698608},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7150535583496094},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.43382686376571655},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.4278974235057831},{"id":"https://openalex.org/C24138899","wikidata":"https://www.wikidata.org/wiki/Q17141258","display_name":"Instance-based learning","level":3,"score":0.41753679513931274},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4158608913421631},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.4120626747608185},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.33312535285949707},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07083383202552795},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-98795-4_12","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-98795-4_12","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"},{"id":"pmh:oai:lirias2repo.kuleuven.be:20.500.12942/704321","is_oa":false,"landing_page_url":"https://lirias.kuleuven.be/handle/20.500.12942/704321","pdf_url":null,"source":{"id":"https://openalex.org/S4306401954","display_name":"Lirias (KU Leuven)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99464096","host_organization_name":"KU Leuven","host_organization_lineage":["https://openalex.org/I99464096"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Security and Artificial Intelligence, (287-312), (Lecture Notes in Computer Science, 13049)","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:repository.ubn.ru.nl:2066/250777","is_oa":false,"landing_page_url":"https://repository.ubn.ru.nl/handle/2066/250777","pdf_url":null,"source":{"id":"https://openalex.org/S4306401067","display_name":"Radboud Repository (Radboud University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I145872427","host_organization_name":"Radboud University Nijmegen","host_organization_lineage":["https://openalex.org/I145872427"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Batina, L.; B\u00e4ck, T.; Buhan, I. (ed.), Security and Artificial Intelligence: A Crossdisciplinary Approach, pp. 287-312","raw_type":"Part of book or chapter of book"},{"id":"pmh:ru:oai:repository.ubn.ru.nl:2066/250777","is_oa":false,"landing_page_url":"http://hdl.handle.net/2066/250777","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Batina, L.; B\u00e4ck, T.; Buhan, I. (ed.), Security and Artificial Intelligence: A Crossdisciplinary Approach, 287 - 312. Cham : Springer International Publishing","raw_type":"info:eu-repo/semantics/bookpart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":87,"referenced_works":["https://openalex.org/W4668225","https://openalex.org/W9657784","https://openalex.org/W295993571","https://openalex.org/W1608718905","https://openalex.org/W1688746682","https://openalex.org/W1914017572","https://openalex.org/W1954853156","https://openalex.org/W1971657180","https://openalex.org/W1998506139","https://openalex.org/W2007562169","https://openalex.org/W2045782640","https://openalex.org/W2059777280","https://openalex.org/W2063894193","https://openalex.org/W2065776696","https://openalex.org/W2088301450","https://openalex.org/W2109701786","https://openalex.org/W2114296159","https://openalex.org/W2125561172","https://openalex.org/W2125908420","https://openalex.org/W2144409202","https://openalex.org/W2144796873","https://openalex.org/W2144906988","https://openalex.org/W2151298633","https://openalex.org/W2205169453","https://openalex.org/W2293768274","https://openalex.org/W2296452361","https://openalex.org/W2380581874","https://openalex.org/W2476429474","https://openalex.org/W2528437680","https://openalex.org/W2535873859","https://openalex.org/W2552478800","https://openalex.org/W2557513839","https://openalex.org/W2574797807","https://openalex.org/W2604505099","https://openalex.org/W2605289356","https://openalex.org/W2693668331","https://openalex.org/W2744095836","https://openalex.org/W2746600820","https://openalex.org/W2791319131","https://openalex.org/W2798302089","https://openalex.org/W2906208681","https://openalex.org/W2908643158","https://openalex.org/W2911377781","https://openalex.org/W2914147668","https://openalex.org/W2941205169","https://openalex.org/W2945744610","https://openalex.org/W2962700793","https://openalex.org/W2962711307","https://openalex.org/W2962763344","https://openalex.org/W2962853428","https://openalex.org/W2962878175","https://openalex.org/W2963058500","https://openalex.org/W2963098487","https://openalex.org/W2963165251","https://openalex.org/W2963448658","https://openalex.org/W2964061570","https://openalex.org/W2964077693","https://openalex.org/W2964159373","https://openalex.org/W2985390828","https://openalex.org/W2985451033","https://openalex.org/W3006084888","https://openalex.org/W3007377324","https://openalex.org/W3007913795","https://openalex.org/W3013626038","https://openalex.org/W3015625436","https://openalex.org/W3016970897","https://openalex.org/W3034412497","https://openalex.org/W3091857398","https://openalex.org/W3103836116","https://openalex.org/W3103934428","https://openalex.org/W3106412272","https://openalex.org/W3107185593","https://openalex.org/W3111818035","https://openalex.org/W3120424003","https://openalex.org/W4247200422","https://openalex.org/W4256161595","https://openalex.org/W4300824008","https://openalex.org/W6601235158","https://openalex.org/W6602311867","https://openalex.org/W6602390520","https://openalex.org/W6602664198","https://openalex.org/W6604047254","https://openalex.org/W6637162671","https://openalex.org/W6643738220","https://openalex.org/W6722479552","https://openalex.org/W6738852829","https://openalex.org/W6765940776"],"related_works":["https://openalex.org/W3196155444","https://openalex.org/W3210156800","https://openalex.org/W2954428433","https://openalex.org/W4319309271","https://openalex.org/W3025582806","https://openalex.org/W3013617128","https://openalex.org/W4379255972","https://openalex.org/W2239420864","https://openalex.org/W2969890106","https://openalex.org/W3200361725"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}