{"id":"https://openalex.org/W2885456264","doi":"https://doi.org/10.23919/acc.2018.8431872","title":"Poisoning Attacks on Data-Driven Utility Learning in Games","display_name":"Poisoning Attacks on Data-Driven Utility Learning in Games","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2885456264","doi":"https://doi.org/10.23919/acc.2018.8431872","mag":"2885456264"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2018.8431872","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5032275274","display_name":"Ruoxi Jia","orcid":"https://orcid.org/0000-0001-9662-9556"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"funder","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruoxi Jia","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033005585","display_name":"Ioannis C. Konstantakopoulos","orcid":"https://orcid.org/0000-0001-8625-9723"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"funder","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ioannis C. Konstantakopoulos","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100374415","display_name":"Bo Li","orcid":"https://orcid.org/0000-0002-3226-388X"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"funder","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013076652","display_name":"Costas J. Spanos","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"funder","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Costas Spanos","raw_affiliation_strings":["Department of Electrical Engineering and Computer Sciences, University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Sciences, University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.429,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":11,"citation_normalized_percentile":{"value":0.794756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":85,"max":86},"biblio":{"volume":null,"issue":null,"first_page":"5774","last_page":"5780"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9806,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9806,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9556,"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/T11838","display_name":"Crime, Illicit Activities, and Governance","score":0.9513,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7158172},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4829137},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32487097}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc.2018.8431872","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.46,"id":"https://metadata.un.org/sdg/7"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":27,"referenced_works":["https://openalex.org/W1853481526","https://openalex.org/W1945616565","https://openalex.org/W1971547063","https://openalex.org/W1972221945","https://openalex.org/W1978463632","https://openalex.org/W2087308246","https://openalex.org/W2088454850","https://openalex.org/W2096452841","https://openalex.org/W2109394932","https://openalex.org/W2112507308","https://openalex.org/W2128155976","https://openalex.org/W2167421362","https://openalex.org/W2167433878","https://openalex.org/W2171526582","https://openalex.org/W2404673495","https://openalex.org/W2509109313","https://openalex.org/W2570685808","https://openalex.org/W2592261783","https://openalex.org/W2599958883","https://openalex.org/W2741933435","https://openalex.org/W2950864148","https://openalex.org/W2963207607","https://openalex.org/W2963385186","https://openalex.org/W2963903822","https://openalex.org/W2963994557","https://openalex.org/W2964221983","https://openalex.org/W4232292906"],"related_works":["https://openalex.org/W4391913857","https://openalex.org/W2748952813","https://openalex.org/W2530322880","https://openalex.org/W2478288626","https://openalex.org/W2390279801","https://openalex.org/W2382290278","https://openalex.org/W2376932109","https://openalex.org/W2358668433","https://openalex.org/W2350741829","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Game":[0,15],"theory":[1],"has":[2,54],"been":[3],"employed":[4],"for":[5,38,95],"modeling":[6],"agents'":[7,60,89,176],"decisions":[8],"in":[9,124,174],"various":[10],"science":[11],"and":[12,31,49,106,118,130,158,164],"engineering":[13],"fields.":[14],"theoretic":[16],"analysis":[17,52],"often":[18],"assumes":[19],"that":[20,168],"the":[21,81,143,165,169],"utility":[22,61,71,99],"function":[23],"of":[24,44,46,85,88],"each":[25],"agent":[26],"is":[27],"known":[28],"a":[29],"priori,":[30],"yet":[32],"this":[33,114],"assumption":[34],"does":[35],"not":[36],"hold":[37],"many":[39,67],"real-world":[40,159],"applications.":[41],"The":[42,149],"combination":[43],"Internet":[45],"Things":[47],"(IoT)":[48],"advanced":[50],"data":[51],"techniques":[53],"stimulated":[55],"fruitful":[56],"research":[57],"on":[58,155],"learning":[59,72,100],"functions":[62],"from":[63,75],"data.":[64],"Just":[65],"as":[66],"other":[68],"data-driven":[69],"methods,":[70],"also":[73],"suffers":[74],"potential":[76,133],"security":[77],"risks.":[78],"Due":[79],"to":[80,97,109,126,181],"great":[82],"economic":[83],"value":[84],"accurate":[86],"forecasting":[87],"behaviors,":[90],"there":[91],"are":[92,153],"huge":[93],"incentives":[94],"adversaries":[96],"attack":[98,122,151],"methods":[101],"by":[102,145,179,184],"poisoning":[103,121,190],"training":[104,191],"datasets":[105],"mislead":[107],"predictions":[108],"achieve":[110],"malicious":[111],"goals.":[112],"In":[113],"paper,":[115],"we":[116,136],"introduce":[117],"analyze":[119],"optimal":[120],"strategies":[123,152],"order":[125],"understand":[127],"adversarial":[128],"actions":[129,177],"further":[131],"encourage":[132],"defenses.":[134],"Moreover,":[135],"study":[137],"how":[138],"an":[139],"adversary":[140],"might":[141],"disguise":[142],"attacks":[144],"mimicking":[146],"normal":[147],"actions.":[148],"proposed":[150],"evaluated":[154],"both":[156],"synthetic":[157],"social":[160],"energy":[161],"game":[162],"data,":[163],"results":[166],"show":[167],"root":[170],"mean":[171],"squared":[172],"error":[173],"predicting":[175],"increases":[178],"up":[180],"67":[182],"%":[183,188],"adding":[185],"only":[186],"5":[187],"well-crafted":[189],"instances.":[192]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2885456264","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-04-23T04:07:40.665476","created_date":"2018-08-22"}