{"id":"https://openalex.org/W2897166288","doi":"https://doi.org/10.1007/978-3-030-02922-7_7","title":"Gradient Correlation: Are Ensemble Classifiers More Robust Against Evasion Attacks in Practical Settings?","display_name":"Gradient Correlation: Are Ensemble Classifiers More Robust Against Evasion Attacks in Practical Settings?","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2897166288","doi":"https://doi.org/10.1007/978-3-030-02922-7_7","mag":"2897166288"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-02922-7_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-02922-7_7","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/A5012936001","display_name":"Fuyong Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fuyong Zhang","raw_affiliation_strings":["Dongguang University of Technology, Dongguan, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"Dongguang University of Technology, Dongguan, Guangdong, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364982","display_name":"Yi Wang","orcid":"https://orcid.org/0000-0002-8448-8570"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Wang","raw_affiliation_strings":["Dongguang University of Technology, Dongguan, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"Dongguang University of Technology, Dongguan, Guangdong, China","institution_ids":["https://openalex.org/I2799850029"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100403969","display_name":"Hua Wang","orcid":"https://orcid.org/0000-0002-8465-0996"},"institutions":[{"id":"https://openalex.org/I71270174","display_name":"Victoria University","ror":"https://ror.org/04j757h98","country_code":"AU","type":"education","lineage":["https://openalex.org/I71270174"]},{"id":"https://openalex.org/I4210109437","display_name":"Footscray Hospital","ror":"https://ror.org/0221nva21","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I4210109437","https://openalex.org/I4210116486"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Hua Wang","raw_affiliation_strings":["Institute for Sustainable Industries and Liveable Cities, VU Research, Victoria University, Melbourne, Australia","University of Victoria, Footscray, VIC, Australia"],"affiliations":[{"raw_affiliation_string":"Institute for Sustainable Industries and Liveable Cities, VU Research, Victoria University, Melbourne, Australia","institution_ids":["https://openalex.org/I71270174"]},{"raw_affiliation_string":"University of Victoria, Footscray, VIC, Australia","institution_ids":["https://openalex.org/I4210109437"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012936001"],"corresponding_institution_ids":["https://openalex.org/I2799850029"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":7.0511,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.97407002,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"96","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9998000264167786,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9998000264167786,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9997000098228455,"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/computer-science","display_name":"Computer science","score":0.8618851900100708},{"id":"https://openalex.org/keywords/malware","display_name":"Malware","score":0.7244493961334229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6846485137939453},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6341363191604614},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5952485799789429},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.5902965664863586},{"id":"https://openalex.org/keywords/decision-boundary","display_name":"Decision boundary","score":0.5576025247573853},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.546133279800415},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5410590767860413},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4611068367958069},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3766699433326721},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.15456244349479675}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8618851900100708},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.7244493961334229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6846485137939453},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6341363191604614},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5952485799789429},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.5902965664863586},{"id":"https://openalex.org/C42023084","wikidata":"https://www.wikidata.org/wiki/Q5249231","display_name":"Decision boundary","level":3,"score":0.5576025247573853},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.546133279800415},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5410590767860413},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4611068367958069},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3766699433326721},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.15456244349479675}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-02922-7_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-02922-7_7","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:eprints.vu.edu.au:38532","is_oa":false,"landing_page_url":"https://vuir.vu.edu.au/38532/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400215","display_name":"Victoria University Research Repository (Victoria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I41156924","host_organization_name":"Victoria University of Wellington","host_organization_lineage":["https://openalex.org/I41156924"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W740415","https://openalex.org/W9657784","https://openalex.org/W39304953","https://openalex.org/W569478347","https://openalex.org/W1480376833","https://openalex.org/W1546517789","https://openalex.org/W1562469273","https://openalex.org/W1564743226","https://openalex.org/W1882350379","https://openalex.org/W1945616565","https://openalex.org/W2022399237","https://openalex.org/W2030728354","https://openalex.org/W2038296020","https://openalex.org/W2047237187","https://openalex.org/W2090425484","https://openalex.org/W2095195675","https://openalex.org/W2099053789","https://openalex.org/W2113242816","https://openalex.org/W2116308125","https://openalex.org/W2135501684","https://openalex.org/W2156053740","https://openalex.org/W2167731287","https://openalex.org/W2273758016","https://openalex.org/W2275975620","https://openalex.org/W2301977247","https://openalex.org/W2344046136","https://openalex.org/W2573650634","https://openalex.org/W2574797807","https://openalex.org/W2607239473","https://openalex.org/W2611170103","https://openalex.org/W2613526883","https://openalex.org/W2618583153","https://openalex.org/W2623112027","https://openalex.org/W2753724150","https://openalex.org/W2774049724","https://openalex.org/W2783225074","https://openalex.org/W2787894218","https://openalex.org/W2963777745","https://openalex.org/W3022122888","https://openalex.org/W3103743060","https://openalex.org/W3103836116","https://openalex.org/W4301880089"],"related_works":["https://openalex.org/W2924161931","https://openalex.org/W2981213860","https://openalex.org/W2019469476","https://openalex.org/W2580636385","https://openalex.org/W103332046","https://openalex.org/W598997827","https://openalex.org/W4307307693","https://openalex.org/W2144199528","https://openalex.org/W3127069801","https://openalex.org/W4294023778"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}