{"id":"https://openalex.org/W3003091723","doi":"https://doi.org/10.1145/3375627.3375873","title":"Monitoring Misuse for Accountable 'Artificial Intelligence as a Service'","display_name":"Monitoring Misuse for Accountable 'Artificial Intelligence as a Service'","publication_year":2020,"publication_date":"2020-02-05","ids":{"openalex":"https://openalex.org/W3003091723","doi":"https://doi.org/10.1145/3375627.3375873","mag":"3003091723"},"language":"en","primary_location":{"id":"doi:10.1145/3375627.3375873","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375627.3375873","pdf_url":null,"source":{"id":"https://openalex.org/S5407048695","display_name":"Proceedings of the AAAI/ACM Conference on AI Ethics and Society","issn_l":"3065-8365","issn":["3065-8365"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2001.09723","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040483491","display_name":"Seyyed Ahmad Javadi","orcid":"https://orcid.org/0000-0003-4776-8677"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Seyyed Ahmad Javadi","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom","University Of Cambridge, Cambridge, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"University Of Cambridge, Cambridge, United Kingdom#TAB#","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043015446","display_name":"Richard Cloete","orcid":"https://orcid.org/0000-0003-2586-2697"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Cloete","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom","Univ. of Cambridge"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"Univ. of Cambridge","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043327838","display_name":"Jennifer Cobbe","orcid":"https://orcid.org/0000-0001-8912-4760"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jennifer Cobbe","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom","University Of Cambridge, Cambridge, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"University Of Cambridge, Cambridge, United Kingdom#TAB#","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035772953","display_name":"Michelle Seng Ah Lee","orcid":"https://orcid.org/0000-0001-7725-2503"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michelle Seng Ah Lee","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom","University Of Cambridge, Cambridge, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"University Of Cambridge, Cambridge, United Kingdom#TAB#","institution_ids":["https://openalex.org/I241749"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082866143","display_name":"Jatinder Singh","orcid":"https://orcid.org/0000-0002-5102-6564"},"institutions":[{"id":"https://openalex.org/I241749","display_name":"University of Cambridge","ror":"https://ror.org/013meh722","country_code":"GB","type":"education","lineage":["https://openalex.org/I241749"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jatinder Singh","raw_affiliation_strings":["University of Cambridge, Cambridge, United Kingdom","University Of Cambridge, Cambridge, United Kingdom#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Cambridge, Cambridge, United Kingdom","institution_ids":["https://openalex.org/I241749"]},{"raw_affiliation_string":"University Of Cambridge, Cambridge, United Kingdom#TAB#","institution_ids":["https://openalex.org/I241749"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040483491"],"corresponding_institution_ids":["https://openalex.org/I241749"],"apc_list":null,"apc_paid":null,"fwci":0.14685955,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50913087,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"300","last_page":"306"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9918000102043152,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9918000102043152,"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/T12034","display_name":"Digital and Cyber Forensics","score":0.9860000014305115,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9657999873161316,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.7045975923538208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6548684239387512},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.5702446103096008},{"id":"https://openalex.org/keywords/scrutiny","display_name":"Scrutiny","score":0.5346609354019165},{"id":"https://openalex.org/keywords/reputation","display_name":"Reputation","score":0.5099531412124634},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.42632579803466797},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.37919652462005615},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.378325879573822},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3722756505012512},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1947011947631836},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.10051590204238892}],"concepts":[{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.7045975923538208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6548684239387512},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.5702446103096008},{"id":"https://openalex.org/C2776050585","wikidata":"https://www.wikidata.org/wiki/Q7439360","display_name":"Scrutiny","level":2,"score":0.5346609354019165},{"id":"https://openalex.org/C48798503","wikidata":"https://www.wikidata.org/wiki/Q877546","display_name":"Reputation","level":2,"score":0.5099531412124634},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.42632579803466797},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.37919652462005615},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.378325879573822},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3722756505012512},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1947011947631836},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.10051590204238892},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3375627.3375873","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3375627.3375873","pdf_url":null,"source":{"id":"https://openalex.org/S5407048695","display_name":"Proceedings of the AAAI/ACM Conference on AI Ethics and Society","issn_l":"3065-8365","issn":["3065-8365"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2001.09723","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2001.09723","pdf_url":"https://arxiv.org/pdf/2001.09723","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3003091723","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2001.09723v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2001.09723","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2001.09723","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2001.09723","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2001.09723","pdf_url":"https://arxiv.org/pdf/2001.09723","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G5285592300","display_name":null,"funder_award_id":"EP/R033501/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6254192505","display_name":null,"funder_award_id":"EP/P024394/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3003091723.pdf","grobid_xml":"https://content.openalex.org/works/W3003091723.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W626833182","https://openalex.org/W1951132957","https://openalex.org/W2051267297","https://openalex.org/W2122646361","https://openalex.org/W2163511876","https://openalex.org/W2278186031","https://openalex.org/W2406349003","https://openalex.org/W2479883479","https://openalex.org/W2494824419","https://openalex.org/W2576683119","https://openalex.org/W2787887017","https://openalex.org/W2796571581","https://openalex.org/W2800033830","https://openalex.org/W2811973125","https://openalex.org/W2898661048","https://openalex.org/W2951152347","https://openalex.org/W2962573864","https://openalex.org/W2964318098","https://openalex.org/W2966722298","https://openalex.org/W2975558616","https://openalex.org/W2977369447","https://openalex.org/W2994798424","https://openalex.org/W3107555611","https://openalex.org/W3122143261","https://openalex.org/W3123074717","https://openalex.org/W6713680328","https://openalex.org/W6766724201"],"related_works":["https://openalex.org/W3004740998","https://openalex.org/W2019266370","https://openalex.org/W2992207238","https://openalex.org/W2110136084","https://openalex.org/W2958389365","https://openalex.org/W1991371157","https://openalex.org/W2573264141","https://openalex.org/W2406931002","https://openalex.org/W1490368488","https://openalex.org/W2074548005","https://openalex.org/W2142235969","https://openalex.org/W1524816853","https://openalex.org/W2992625786","https://openalex.org/W2560801545","https://openalex.org/W3213306999","https://openalex.org/W1215405454","https://openalex.org/W2988744433","https://openalex.org/W2583694417","https://openalex.org/W1567116349","https://openalex.org/W2397901877"],"abstract_inverted_index":{"AI":[0,18,86],"is":[1],"increasingly":[2],"being":[3,119],"offered":[4],"'as":[5],"a":[6,37,46,98,182,189],"service'":[7],"(AIaaS).":[8],"This":[9,126],"entails":[10],"service":[11,140],"providers":[12,135],"offering":[13],"customers":[14,42,122],"access":[15,56],"to":[16,35,43,66,110],"pre-built":[17],"models":[19,58,68],"and":[20,32,129,161,167],"services,":[21],"for":[22,103,123,172,185],"tasks":[23],"such":[24],"as":[25],"object":[26],"recognition,":[27,34],"text":[28],"translation,":[29],"text-to-voice":[30],"conversion,":[31],"facial":[33],"name":[36],"few.":[38],"The":[39],"offerings":[40],"enable":[41],"easily":[44],"integrate":[45],"range":[47,190],"of":[48,73,85,105,138,164,170,191],"powerful":[49],"AI-driven":[50],"capabilities":[51],"into":[52],"their":[53,143],"applications.":[54],"Customers":[55],"these":[57],"through":[59,146],"the":[60,71,83,113,131,151,165],"provider's":[61],"APIs,":[62],"sending":[63],"particular":[64],"data":[65],"which":[67,74,82],"are":[69,78,118],"applied,":[70],"results":[72],"returned.":[75],"However,":[76],"there":[77],"many":[79],"situations":[80,137,158],"in":[81],"use":[84],"can":[87],"be":[88],"problematic.":[89],"AIaaS":[90,114,134],"services":[91,115],"typically":[92],"represent":[93],"generic":[94],"functionality,":[95],"available":[96],"'at":[97],"click'.":[99],"Providers":[100],"may":[101],"therefore,":[102],"reasons":[104],"reputation":[106],"or":[107],"responsibility,":[108],"seek":[109],"ensure":[111],"that":[112,155],"they":[116],"offer":[117],"used":[120],"by":[121,142,176],"'appropriate'":[124],"purposes.":[125],"paper":[127],"introduces":[128],"explores":[130],"concept":[132],"whereby":[133],"uncover":[136],"possible":[139],"misuse":[141],"customers.":[144],"Illustrated":[145],"topical":[147],"examples,":[148],"we":[149,180],"consider":[150],"technical":[152,168],"usage":[153],"patterns":[154],"could":[156],"signal":[157],"warranting":[159],"scrutiny,":[160],"raise":[162],"some":[163],"legal":[166],"challenges":[169],"monitoring":[171],"misuse.":[173],"In":[174],"all,":[175],"introducing":[177],"this":[178],"concept,":[179],"indicate":[181],"potential":[183],"area":[184],"further":[186],"inquiry":[187],"from":[188],"perspectives.":[192]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
