{"id":"https://openalex.org/W3097615084","doi":"https://doi.org/10.1007/978-3-030-61725-7_32","title":"Resilient Machine Learning (rML) Ensemble Against Adversarial Machine Learning Attacks","display_name":"Resilient Machine Learning (rML) Ensemble Against Adversarial Machine Learning Attacks","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3097615084","doi":"https://doi.org/10.1007/978-3-030-61725-7_32","mag":"3097615084"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-61725-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61725-7_32","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/A5053615189","display_name":"Likai Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Likai Yao","raw_affiliation_strings":["NSF Center for Cloud and Autonomic Computing, University of Arizona, Tucson, USA"],"affiliations":[{"raw_affiliation_string":"NSF Center for Cloud and Autonomic Computing, University of Arizona, Tucson, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007796269","display_name":"Cihan Tunc","orcid":"https://orcid.org/0000-0001-5200-1097"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]},{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cihan Tunc","raw_affiliation_strings":["Department of Computer Science and Engineering, The University of North Texas, Denton, Texas, USA","NSF Center for Cloud and Autonomic Computing, University of Arizona, Tucson, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The University of North Texas, Denton, Texas, USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"NSF Center for Cloud and Autonomic Computing, University of Arizona, Tucson, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028622409","display_name":"Pratik Satam","orcid":"https://orcid.org/0000-0003-3139-8333"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pratik Satam","raw_affiliation_strings":["NSF Center for Cloud and Autonomic Computing, University of Arizona, Tucson, USA"],"affiliations":[{"raw_affiliation_string":"NSF Center for Cloud and Autonomic Computing, University of Arizona, Tucson, USA","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057335897","display_name":"Salim Hariri","orcid":"https://orcid.org/0000-0003-3956-3401"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Salim Hariri","raw_affiliation_strings":["NSF Center for Cloud and Autonomic Computing, University of Arizona, Tucson, USA"],"affiliations":[{"raw_affiliation_string":"NSF Center for Cloud and Autonomic Computing, University of Arizona, Tucson, USA","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053615189"],"corresponding_institution_ids":["https://openalex.org/I138006243"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5495,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.70541784,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"274","last_page":"282"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9940000176429749,"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/T11515","display_name":"Bacillus and Francisella bacterial research","score":0.9706000089645386,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8003450632095337},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6958329677581787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6933553218841553},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.68183434009552},{"id":"https://openalex.org/keywords/adversary","display_name":"Adversary","score":0.670931339263916},{"id":"https://openalex.org/keywords/adversarial-machine-learning","display_name":"Adversarial machine learning","score":0.6673498749732971},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.5639094710350037},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5426580905914307},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.48148882389068604},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46909937262535095},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.46474382281303406},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41730719804763794},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2438649833202362}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8003450632095337},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6958329677581787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6933553218841553},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.68183434009552},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.670931339263916},{"id":"https://openalex.org/C2778403875","wikidata":"https://www.wikidata.org/wiki/Q20312394","display_name":"Adversarial machine learning","level":3,"score":0.6673498749732971},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.5639094710350037},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5426580905914307},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.48148882389068604},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46909937262535095},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.46474382281303406},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41730719804763794},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2438649833202362},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-61725-7_32","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-61725-7_32","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":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W9657784","https://openalex.org/W1634257591","https://openalex.org/W1899810124","https://openalex.org/W1932198206","https://openalex.org/W2099471712","https://openalex.org/W2114780867","https://openalex.org/W2117539524","https://openalex.org/W2151172350","https://openalex.org/W2187013920","https://openalex.org/W2274565976","https://openalex.org/W2293768274","https://openalex.org/W2603766943","https://openalex.org/W2739032812","https://openalex.org/W2758551931","https://openalex.org/W2763975932","https://openalex.org/W2773446523","https://openalex.org/W2776884785","https://openalex.org/W2792868529","https://openalex.org/W2901253320","https://openalex.org/W2913665359","https://openalex.org/W2963207607","https://openalex.org/W2996506901","https://openalex.org/W3103836116","https://openalex.org/W4242170276","https://openalex.org/W4247200422","https://openalex.org/W6600704668"],"related_works":["https://openalex.org/W2953920146","https://openalex.org/W3013617128","https://openalex.org/W3124408655","https://openalex.org/W4308112567","https://openalex.org/W4247200422","https://openalex.org/W4297785512","https://openalex.org/W4379255972","https://openalex.org/W2952919291","https://openalex.org/W2019357403","https://openalex.org/W3097615084"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
