{"id":"https://openalex.org/W4393372876","doi":"https://doi.org/10.1109/ieeeconf59524.2023.10476992","title":"Reward Attack on Stochastic Bandits with Non-Stationary Rewards","display_name":"Reward Attack on Stochastic Bandits with Non-Stationary Rewards","publication_year":2023,"publication_date":"2023-10-29","ids":{"openalex":"https://openalex.org/W4393372876","doi":"https://doi.org/10.1109/ieeeconf59524.2023.10476992"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf59524.2023.10476992","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf59524.2023.10476992","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 57th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"},"type":"conference-paper","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/A5066891312","display_name":"Chenye Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chenye Yang","raw_affiliation_strings":["University of California,Department of Electrical and Computer Engineering,Davis,CA","Department of Electrical and Computer Engineering, University of California, Davis, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,Department of Electrical and Computer Engineering,Davis,CA","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Davis, CA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073925794","display_name":"Guanlin Liu","orcid":"https://orcid.org/0000-0002-0595-9398"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guanlin Liu","raw_affiliation_strings":["University of California,Department of Electrical and Computer Engineering,Davis,CA","Department of Electrical and Computer Engineering, University of California, Davis, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,Department of Electrical and Computer Engineering,Davis,CA","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Davis, CA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081715462","display_name":"Lifeng Lai","orcid":"https://orcid.org/0000-0002-9493-8248"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lifeng Lai","raw_affiliation_strings":["University of California,Department of Electrical and Computer Engineering,Davis,CA","Department of Electrical and Computer Engineering, University of California, Davis, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California,Department of Electrical and Computer Engineering,Davis,CA","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Davis, CA","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I84218800"],"apc_list":null,"apc_paid":null,"fwci":2.0095,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89690722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1387","last_page":"1393"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11182","display_name":"Auction Theory and Applications","score":0.9743000268936157,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.961899995803833,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6035284399986267},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.33124881982803345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3283981680870056},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2074872851371765}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6035284399986267},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.33124881982803345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3283981680870056},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2074872851371765}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieeeconf59524.2023.10476992","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf59524.2023.10476992","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 57th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G674917910","display_name":null,"funder_award_id":"ECCS-2000415,CCF-2232907","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W157259654","https://openalex.org/W2077902449","https://openalex.org/W2990138404","https://openalex.org/W3007968297","https://openalex.org/W4200632678","https://openalex.org/W4225524843","https://openalex.org/W4318718901","https://openalex.org/W6682110964","https://openalex.org/W6754151078","https://openalex.org/W6804748952","https://openalex.org/W6810082420","https://openalex.org/W6848993263"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"investigate":[4],"rewards":[5],"attacks":[6],"on":[7],"stochastic":[8],"multi-armed":[9],"bandit":[10],"algorithms":[11],"with":[12,55],"non-stationary":[13],"environment.":[14],"The":[15,98],"attacker's":[16],"goal":[17],"is":[18],"to":[19,24],"force":[20],"the":[21,31,67],"victim":[22,59],"algorithm":[23],"choose":[25],"a":[26,35],"suboptimal":[27],"arm":[28,93],"most":[29],"of":[30,58,90],"time":[32],"while":[33],"incurring":[34],"small":[36],"attack":[37,41,46,49,53,75,96],"cost.":[38,97],"Three":[39],"main":[40],"scenarios":[42,62],"are":[43,86],"considered:":[44],"easy":[45],"scenario,":[47,50,81],"general":[48,52],"and":[51,69,82,95],"scenario":[54],"limited":[56],"information":[57],"algorithm.":[60],"These":[61],"have":[63],"different":[64],"assumptions":[65],"about":[66],"environment":[68],"accessible":[70],"information.":[71],"We":[72],"propose":[73],"three":[74],"strategies,":[76],"one":[77],"for":[78],"each":[79],"considered":[80],"prove":[83],"that":[84],"they":[85],"successful":[87],"in":[88],"terms":[89],"expected":[91],"target":[92],"selection":[94],"simulation":[99],"results":[100],"validate":[101],"our":[102],"theoretical":[103],"analysis.":[104]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}