{"id":"https://openalex.org/W3010088852","doi":"https://doi.org/10.1109/globecom38437.2019.9013539","title":"Targeted Poisoning Attacks on Social Recommender Systems","display_name":"Targeted Poisoning Attacks on Social Recommender Systems","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3010088852","doi":"https://doi.org/10.1109/globecom38437.2019.9013539","mag":"3010088852"},"language":"en","primary_location":{"id":"doi:10.1109/globecom38437.2019.9013539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom38437.2019.9013539","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-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/A5074252142","display_name":"Rui Hu","orcid":"https://orcid.org/0000-0002-3771-2920"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rui Hu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Texas at San Antonio, San Antonio, TX"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Texas at San Antonio, San Antonio, TX","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081180851","display_name":"Yuanxiong Guo","orcid":"https://orcid.org/0000-0003-2241-125X"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuanxiong Guo","raw_affiliation_strings":["Department of Information Systems and Cyber Security, University of Texas at San Antonio, San Antonio, TX"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Cyber Security, University of Texas at San Antonio, San Antonio, TX","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047722991","display_name":"Miao Pan","orcid":"https://orcid.org/0000-0003-2138-4413"},"institutions":[{"id":"https://openalex.org/I44461941","display_name":"University of Houston","ror":"https://ror.org/048sx0r50","country_code":"US","type":"education","lineage":["https://openalex.org/I44461941"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miao Pan","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Houston, Houston, TX"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Houston, Houston, TX","institution_ids":["https://openalex.org/I44461941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035287134","display_name":"Yanmin Gong","orcid":"https://orcid.org/0000-0002-1761-2834"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yanmin Gong","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Texas at San Antonio, San Antonio, TX"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Texas at San Antonio, San Antonio, TX","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5074252142"],"corresponding_institution_ids":["https://openalex.org/I45438204"],"apc_list":null,"apc_paid":null,"fwci":3.0523,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.93143261,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9998000264167786,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9998000264167786,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9990000128746033,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9987000226974487,"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":0.7884268164634705},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7786808609962463},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.717125654220581},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.6092748641967773},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5711408853530884},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.5352141857147217},{"id":"https://openalex.org/keywords/compromise","display_name":"Compromise","score":0.4865087866783142},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.33423304557800293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22382989525794983}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7884268164634705},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7786808609962463},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.717125654220581},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.6092748641967773},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5711408853530884},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5352141857147217},{"id":"https://openalex.org/C46355384","wikidata":"https://www.wikidata.org/wiki/Q726686","display_name":"Compromise","level":2,"score":0.4865087866783142},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.33423304557800293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22382989525794983},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globecom38437.2019.9013539","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom38437.2019.9013539","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1520914943","https://openalex.org/W1770617812","https://openalex.org/W1989279326","https://openalex.org/W2054141820","https://openalex.org/W2072651985","https://openalex.org/W2107569009","https://openalex.org/W2119825970","https://openalex.org/W2135598826","https://openalex.org/W2144487656","https://openalex.org/W2244405900","https://openalex.org/W2509109313","https://openalex.org/W2509678028","https://openalex.org/W2613314732","https://openalex.org/W2788963265","https://openalex.org/W2803831897","https://openalex.org/W2892160417","https://openalex.org/W2898759366","https://openalex.org/W2919995112","https://openalex.org/W2963903822","https://openalex.org/W2966149470","https://openalex.org/W3009498583","https://openalex.org/W3101291735","https://openalex.org/W6630973029","https://openalex.org/W6638034506","https://openalex.org/W6690737137","https://openalex.org/W6725794477","https://openalex.org/W6748302153"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2968745142","https://openalex.org/W2809363009","https://openalex.org/W2369936857","https://openalex.org/W2348159088","https://openalex.org/W2554440226","https://openalex.org/W2045871438","https://openalex.org/W2499363748","https://openalex.org/W2133515697","https://openalex.org/W2125567354"],"abstract_inverted_index":{"With":[0],"the":[1,31,45,50,57,79,94,101,111,118,127,144],"popularity":[2],"of":[3,67],"online":[4],"social":[5,7,13,38,52,75,112,128,141],"networks,":[6],"recommendations":[8,18,32],"that":[9,110,124],"rely":[10],"on":[11,49,105],"ones":[12],"connections":[14,142],"to":[15,29,60,64,92,117],"make":[16],"personalized":[17],"have":[19,139],"become":[20],"possible.":[21],"This":[22],"introduces":[23],"vulnerabilities":[24],"for":[25,33],"an":[26,62,89],"adversarial":[27],"party":[28],"compromise":[30],"users":[34,69,125],"by":[35,70],"utilizing":[36],"their":[37],"connections.":[39,76],"In":[40],"this":[41],"paper,":[42],"we":[43],"propose":[44],"targeted":[46,119],"poisoning":[47,81,120],"attack":[48,82],"factorization-based":[51],"recommender":[53,113,129],"system":[54,114,130],"in":[55,126],"which":[56],"attacker":[58],"aims":[59],"promote":[61],"item":[63],"a":[65,84],"group":[66],"target":[68],"injecting":[71],"fake":[72],"ratings":[73],"and":[74,87,108],"We":[77,98,122],"formulate":[78],"optimal":[80,95],"as":[83],"bi-level":[85],"program":[86],"develop":[88],"efficient":[90],"algorithm":[91],"find":[93,123],"attacking":[96,103],"strategy.":[97],"then":[99],"evaluate":[100],"proposed":[102],"strategy":[104],"real-world":[106],"dataset":[107],"demonstrate":[109],"is":[115],"sensitive":[116],"attack.":[121],"can":[131],"be":[132],"attacked":[133],"even":[134],"if":[135],"they":[136],"do":[137],"not":[138],"direct":[140],"with":[143],"attacker.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}