{"id":"https://openalex.org/W4404357929","doi":"https://doi.org/10.1145/3703836","title":"AutoFR: Automated Filter Rule Generation for Adblocking","display_name":"AutoFR: Automated Filter Rule Generation for Adblocking","publication_year":2024,"publication_date":"2024-11-14","ids":{"openalex":"https://openalex.org/W4404357929","doi":"https://doi.org/10.1145/3703836"},"language":"en","primary_location":{"id":"doi:10.1145/3703836","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3703836","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3703836","source":{"id":"https://openalex.org/S4210174050","display_name":"ACM Transactions on Privacy and Security","issn_l":"2471-2566","issn":["2471-2566","2471-2574"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Privacy and Security","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3703836","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008842226","display_name":"Hieu X. Le","orcid":"https://orcid.org/0009-0006-1977-2619"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hieu Le","raw_affiliation_strings":["Electrical Engineering and Computer Science, University of California Irvine, Irvine, United States"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, University of California Irvine, Irvine, United States","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038820344","display_name":"Salma Elmalaki","orcid":"https://orcid.org/0000-0002-0969-0197"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Salma Elmalaki","raw_affiliation_strings":["Electrical Engineering and Computer Science, University of California Irvine, Irvine, United States"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, University of California Irvine, Irvine, United States","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013543313","display_name":"Athina Markopoulou","orcid":"https://orcid.org/0000-0003-1803-8675"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Athina Markopoulou","raw_affiliation_strings":["Electrical Engineering and Computer Science, University of California Irvine, Irvine, United States"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering and Computer Science, University of California Irvine, Irvine, United States","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011499718","display_name":"Zubair Shafiq","orcid":"https://orcid.org/0000-0002-4500-9354"},"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":"Zubair Shafiq","raw_affiliation_strings":["Computer Science, University of California Davis, Davis, United States"],"affiliations":[{"raw_affiliation_string":"Computer Science, University of California Davis, Davis, United States","institution_ids":["https://openalex.org/I84218800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008842226"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":1.0297,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.80462153,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"28","issue":"1","first_page":"1","last_page":"36"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12101","display_name":"Advanced Bandit Algorithms Research","score":0.9987999796867371,"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":0.9987999796867371,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9954000115394592,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9740999937057495,"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":0.49586567282676697},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.45359936356544495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3830684423446655},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.23483839631080627}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49586567282676697},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.45359936356544495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3830684423446655},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.23483839631080627}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3703836","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3703836","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3703836","source":{"id":"https://openalex.org/S4210174050","display_name":"ACM Transactions on Privacy and Security","issn_l":"2471-2566","issn":["2471-2566","2471-2574"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Privacy and Security","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3703836","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3703836","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3703836","source":{"id":"https://openalex.org/S4210174050","display_name":"ACM Transactions on Privacy and Security","issn_l":"2471-2566","issn":["2471-2566","2471-2574"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Privacy and Security","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404357929.pdf"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W41554520","https://openalex.org/W1995888786","https://openalex.org/W2000137535","https://openalex.org/W2112420033","https://openalex.org/W2168405694","https://openalex.org/W2201484187","https://openalex.org/W2734941459","https://openalex.org/W2898091853","https://openalex.org/W2904027722","https://openalex.org/W2913402480","https://openalex.org/W2962940036","https://openalex.org/W2963771536","https://openalex.org/W2974232099","https://openalex.org/W2980710364","https://openalex.org/W2981241721","https://openalex.org/W2998737602","https://openalex.org/W3015975623","https://openalex.org/W3102301037","https://openalex.org/W3121342653","https://openalex.org/W3136918966","https://openalex.org/W3137137791","https://openalex.org/W3140911083","https://openalex.org/W3150894284","https://openalex.org/W3153365264","https://openalex.org/W3161302686","https://openalex.org/W3214378007","https://openalex.org/W4288057716","https://openalex.org/W4288086177"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Adblocking":[0],"relies":[1],"on":[2,69,93],"filter":[3,15,55,74,111,123,159,226],"lists,":[4],"which":[5],"are":[6],"manually":[7],"curated":[8],"and":[9,58,86,97,174,192,209,224],"maintained":[10],"by":[11,140,187],"a":[12,22,31,45,106,114,126,150,166],"community":[13,220],"of":[14,34,54,62,95,116,133,169,184,198],"list":[16,19],"authors.":[17],"Filter":[18],"curation":[20],"is":[21,101,119],"laborious":[23],"process":[24,53],"that":[25,76,99,129,157,196,214],"does":[26],"not":[27],"scale":[28],"well":[29,202],"to":[30,49,72,109,138,203],"large":[32],"number":[33],"sites":[35,61,96,162,205],"or":[36],"over":[37],"time.":[38],"In":[39],"this":[40],"article,":[41],"we":[42,153],"introduce":[43],"AutoFR,":[44,170],"reinforcement":[46],"learning":[47],"framework":[48],"fully":[50],"automate":[51],"the":[52,81,134,218],"rule":[56,172],"creation":[57],"evaluation":[59],"for":[60,113,125],"interest.":[63,117],"We":[64,90,178,194,212],"design":[65],"an":[66,180],"algorithm":[67],"based":[68,163],"multi-arm":[70],"bandits":[71],"generate":[73,110,158],"rules":[75,112,124,160,227],"block":[77,131],"ads":[78,85],"while":[79,142],"controlling":[80],"trade-off":[82],"between":[83],"blocking":[84],"avoiding":[87],"visual":[88,145],"breakage.":[89,146],"test":[91],"AutoFR":[92,118,148,215],"thousands":[94],"show":[98],"it":[100],"efficient:":[102],"It":[103,121],"takes":[104],"only":[105],"few":[107],"minutes":[108],"site":[115,128,176],"effective:":[120],"optimizes":[122],"particular":[127],"can":[130,200,216],"86%":[132],"ads,":[135],"as":[136,149],"compared":[137],"87%":[139],"EasyList,":[141],"achieving":[143],"comparable":[144],"Using":[147],"building":[151],"block,":[152],"devise":[154],"three":[155],"methodologies":[156],"across":[161],"on:":[164],"(1)":[165],"modified":[167],"version":[168],"(2)":[171],"popularity,":[173],"(3)":[175],"similarity.":[177],"conduct":[179],"in-depth":[181],"comparative":[182],"analysis":[183],"these":[185],"approaches":[186],"considering":[188],"their":[189],"effectiveness,":[190],"efficiency,":[191],"maintainability.":[193],"demonstrate":[195],"some":[197],"them":[199],"generalize":[201],"new":[204],"in":[206,221],"both":[207],"controlled":[208],"live":[210],"settings.":[211],"envision":[213],"assist":[217],"adblocking":[219],"automatically":[222],"generating":[223],"updating":[225],"at":[228],"scale.":[229]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
