{"id":"https://openalex.org/W4396757545","doi":"https://doi.org/10.1145/3589334.3645492","title":"Poisoning Federated Recommender Systems with Fake Users","display_name":"Poisoning Federated Recommender Systems with Fake Users","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4396757545","doi":"https://doi.org/10.1145/3589334.3645492"},"language":"en","primary_location":{"id":"doi:10.1145/3589334.3645492","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589334.3645492","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589334.3645492?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3589334.3645492?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052773277","display_name":"Ming Yin","orcid":"https://orcid.org/0009-0005-9844-4447"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ming Yin","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097055730","display_name":"Yichang Xu","orcid":"https://orcid.org/0009-0000-1094-4206"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yichang Xu","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056811906","display_name":"Minghong Fang","orcid":"https://orcid.org/0000-0002-1365-3911"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minghong Fang","raw_affiliation_strings":["Duke University, Durham, USA"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009102659","display_name":"Neil Zhenqiang Gong","orcid":"https://orcid.org/0000-0002-9900-9309"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neil Zhenqiang Gong","raw_affiliation_strings":["Duke University, Durham, USA"],"affiliations":[{"raw_affiliation_string":"Duke University, Durham, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052773277"],"corresponding_institution_ids":["https://openalex.org/I126520041"],"apc_list":null,"apc_paid":null,"fwci":14.9409,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.98895565,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"3555","last_page":"3565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11644","display_name":"Spam and Phishing Detection","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9897000193595886,"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":0.8424539566040039},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.8315260410308838},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.5058631300926208},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4105674922466278},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.382550448179245},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3247281312942505}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8424539566040039},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8315260410308838},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5058631300926208},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4105674922466278},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.382550448179245},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3247281312942505}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3589334.3645492","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589334.3645492","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589334.3645492?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3589334.3645492","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3589334.3645492","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3589334.3645492?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM Web Conference 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2996144953","display_name":null,"funder_award_id":"W911NF2110182","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G4503720401","display_name":null,"funder_award_id":"1937787","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6117838619","display_name":null,"funder_award_id":"1937786","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G652313190","display_name":null,"funder_award_id":"2125977","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7452299184","display_name":null,"funder_award_id":"W911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G777550411","display_name":null,"funder_award_id":"2131859","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8377316191","display_name":null,"funder_award_id":"2112562","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8998121839","display_name":null,"funder_award_id":"911NF","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G976448290","display_name":"III: AF: Medium: Collaborative Research: Enabling Phylogenetic Inference for Modern Data Sets","funder_award_id":"2110182","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396757545.pdf","grobid_xml":"https://content.openalex.org/works/W4396757545.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W151377110","https://openalex.org/W1720514416","https://openalex.org/W1977290284","https://openalex.org/W2054141820","https://openalex.org/W2161937612","https://openalex.org/W2161984370","https://openalex.org/W2253995343","https://openalex.org/W2350778671","https://openalex.org/W2999213888","https://openalex.org/W3012794253","https://openalex.org/W3012798016","https://openalex.org/W3031339255","https://openalex.org/W3048511744","https://openalex.org/W3064112253","https://openalex.org/W3080710500","https://openalex.org/W3104774544","https://openalex.org/W3109094166","https://openalex.org/W3154572656","https://openalex.org/W3178328486","https://openalex.org/W3205970722","https://openalex.org/W3214009246","https://openalex.org/W4229455429","https://openalex.org/W4290948380","https://openalex.org/W4310858775","https://openalex.org/W4312996082","https://openalex.org/W4376132596","https://openalex.org/W4384948739"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266","https://openalex.org/W4317039510","https://openalex.org/W4238861846"],"abstract_inverted_index":{"Federated":[0],"recommendation":[1],"is":[2],"a":[3],"prominent":[4],"use":[5],"case":[6],"within":[7],"federated":[8,59],"learning,":[9],"yet":[10],"it":[11],"remains":[12],"susceptible":[13],"to":[14,19,36,43],"various":[15],"attacks,":[16,29],"from":[17],"user":[18],"server-side":[20],"vulnerabilities.":[21],"Poisoning":[22],"attacks":[23,57],"are":[24],"particularly":[25],"notable":[26],"among":[27],"user-side":[28],"as":[30],"participants":[31],"upload":[32],"malicious":[33],"model":[34],"updates":[35],"deceive":[37],"the":[38],"global":[39],"model,":[40],"often":[41],"intending":[42],"promote":[44],"or":[45],"demote":[46],"specific":[47],"targeted":[48],"items.":[49],"This":[50],"study":[51],"investigates":[52],"strategies":[53],"for":[54],"executing":[55],"promotion":[56],"in":[58],"recommender":[60],"systems.":[61]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}