{"id":"https://openalex.org/W4407961440","doi":"https://doi.org/10.1007/s10207-025-00998-1","title":"Outlier-oriented poisoning attack: a grey-box approach to disturb decision boundaries by perturbing outliers in multiclass learning","display_name":"Outlier-oriented poisoning attack: a grey-box approach to disturb decision boundaries by perturbing outliers in multiclass learning","publication_year":2025,"publication_date":"2025-02-26","ids":{"openalex":"https://openalex.org/W4407961440","doi":"https://doi.org/10.1007/s10207-025-00998-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10207-025-00998-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10207-025-00998-1","pdf_url":null,"source":{"id":"https://openalex.org/S164062316","display_name":"International Journal of Information Security","issn_l":"1615-5262","issn":["1615-5262","1615-5270"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security","raw_type":"journal-article"},"type":"article","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/A5018941427","display_name":"Anum Paracha","orcid":"https://orcid.org/0000-0003-0005-2153"},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Anum Paracha","raw_affiliation_strings":["College of Computing, Birmingham City University, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"College of Computing, Birmingham City University, Birmingham, UK","institution_ids":["https://openalex.org/I12870472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050335396","display_name":"Junaid Arshad","orcid":"https://orcid.org/0000-0003-0424-9498"},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Junaid Arshad","raw_affiliation_strings":["College of Computing, Birmingham City University, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"College of Computing, Birmingham City University, Birmingham, UK","institution_ids":["https://openalex.org/I12870472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061834318","display_name":"Mohamed Amine Ben Farah","orcid":"https://orcid.org/0000-0002-0135-9942"},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohamed Ben Farah","raw_affiliation_strings":["College of Computing, Birmingham City University, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"College of Computing, Birmingham City University, Birmingham, UK","institution_ids":["https://openalex.org/I12870472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013601538","display_name":"Khalid N. Ismail","orcid":null},"institutions":[{"id":"https://openalex.org/I12870472","display_name":"Birmingham City University","ror":"https://ror.org/00t67pt25","country_code":"GB","type":"education","lineage":["https://openalex.org/I12870472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Khalid Ismail","raw_affiliation_strings":["College of Computing, Birmingham City University, Birmingham, UK"],"affiliations":[{"raw_affiliation_string":"College of Computing, Birmingham City University, Birmingham, UK","institution_ids":["https://openalex.org/I12870472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018941427"],"corresponding_institution_ids":["https://openalex.org/I12870472"],"apc_list":{"value":2590,"currency":"EUR","value_usd":3190},"apc_paid":null,"fwci":2.6995,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.89079859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"24","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9984999895095825,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9984999895095825,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.932699978351593,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/outlier","display_name":"Outlier","score":0.82160484790802},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7565641403198242},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6103867888450623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47360920906066895},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3983691930770874},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3577704131603241},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3387607932090759}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.82160484790802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7565641403198242},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6103867888450623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47360920906066895},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3983691930770874},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3577704131603241},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3387607932090759}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10207-025-00998-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10207-025-00998-1","pdf_url":null,"source":{"id":"https://openalex.org/S164062316","display_name":"International Journal of Information Security","issn_l":"1615-5262","issn":["1615-5262","1615-5270"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Information Security","raw_type":"journal-article"},{"id":"pmh:oai:www.open-access.bcu.ac.uk:16198","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402654","display_name":"BCU Open Access Repository (Birmingham City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I12870472","host_organization_name":"Birmingham City University","host_organization_lineage":["https://openalex.org/I12870472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2058914116","https://openalex.org/W2902184924","https://openalex.org/W2963618920","https://openalex.org/W2964043980","https://openalex.org/W2996800219","https://openalex.org/W3012113073","https://openalex.org/W3012130770","https://openalex.org/W3131377771","https://openalex.org/W3169253336","https://openalex.org/W3183719284","https://openalex.org/W3202406575","https://openalex.org/W3206667797","https://openalex.org/W3213515577","https://openalex.org/W3214399478","https://openalex.org/W3215093302","https://openalex.org/W3217417806","https://openalex.org/W4200397820","https://openalex.org/W4220775753","https://openalex.org/W4220868358","https://openalex.org/W4224014169","https://openalex.org/W4225854131","https://openalex.org/W4282039363","https://openalex.org/W4283819233","https://openalex.org/W4302008871","https://openalex.org/W4307304598","https://openalex.org/W4312403340","https://openalex.org/W4315487120","https://openalex.org/W4318148078","https://openalex.org/W4318603230","https://openalex.org/W4353093982","https://openalex.org/W4385626275","https://openalex.org/W4385713380","https://openalex.org/W4387665628","https://openalex.org/W4387872692","https://openalex.org/W4388858786","https://openalex.org/W4391164267","https://openalex.org/W4391481293","https://openalex.org/W4391547770","https://openalex.org/W4391696889","https://openalex.org/W4392809203","https://openalex.org/W4393152891","https://openalex.org/W4402157186","https://openalex.org/W4404515248"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2357409937","https://openalex.org/W2510582230","https://openalex.org/W2499612753","https://openalex.org/W3111802945","https://openalex.org/W2946096271","https://openalex.org/W2295423552","https://openalex.org/W1598471830","https://openalex.org/W3107369729"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}