{"id":"https://openalex.org/W7111248549","doi":"https://doi.org/10.5555/3709347.3743971","title":"Rethinking Explainable AI:Explanations can be Deceiving","display_name":"Rethinking Explainable AI:Explanations can be Deceiving","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W7111248549","doi":"https://doi.org/10.5555/3709347.3743971"},"language":"en","primary_location":{"id":"pmh:oai:monash.edu:openaire/5e140229-8b5b-4b61-8736-b6448471e6b5","is_oa":true,"landing_page_url":"https://research.monash.edu/files/729208464/711714039-oa.pdf","pdf_url":"https://researchmgt.monash.edu/ws/files/729208464/711714039-oa.pdf","source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Masters, P, Gallagher, D, Moreau, L & Vered, M 2025, Rethinking Explainable AI : Explanations can be Deceiving. in Y Vorobeychik, P Libin & R Zivan (eds), Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, Association for Computing Machinery (ACM), New York NY USA, pp. 2663-2665, International Conference on Autonomous Agents and Multiagent Systems 2025, Detroit, Michigan, United States of America, 19/05/25. https://doi.org/10.5555/3709347.3743971","raw_type":"info:eu-repo/semantics/publishedVersion"},"type":"article","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://researchmgt.monash.edu/ws/files/729208464/711714039-oa.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Masters, Peta","orcid":null},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Masters, Peta","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Gallagher, Daniel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gallagher, Daniel","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Moreau, Luc","orcid":null},"institutions":[{"id":"https://openalex.org/I162608824","display_name":"University of Sussex","ror":"https://ror.org/00ayhx656","country_code":"GB","type":"education","lineage":["https://openalex.org/I162608824"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Moreau, Luc","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Vered, Mor; id_orcid 0000-0001-5286-6509","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vered, Mor; id_orcid 0000-0001-5286-6509","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75246696,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9794999957084656,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9794999957084656,"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/T10883","display_name":"Ethics and Social Impacts of AI","score":0.00279999990016222,"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"}},{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.0027000000700354576,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.7459999918937683},{"id":"https://openalex.org/keywords/deception","display_name":"Deception","score":0.6284999847412109},{"id":"https://openalex.org/keywords/interpretation","display_name":"Interpretation (philosophy)","score":0.2870999872684479},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.2667999863624573}],"concepts":[{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.7459999918937683},{"id":"https://openalex.org/C2779267917","wikidata":"https://www.wikidata.org/wiki/Q170028","display_name":"Deception","level":2,"score":0.6284999847412109},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.5041000247001648},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4406000077724457},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.35510000586509705},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35019999742507935},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3305000066757202},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32359999418258667},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.32190001010894775},{"id":"https://openalex.org/C118084267","wikidata":"https://www.wikidata.org/wiki/Q26110","display_name":"Positive economics","level":1,"score":0.30320000648498535},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.2870999872684479},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.28439998626708984},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.28349998593330383},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:monash.edu:openaire/5e140229-8b5b-4b61-8736-b6448471e6b5","is_oa":true,"landing_page_url":"https://research.monash.edu/files/729208464/711714039-oa.pdf","pdf_url":"https://researchmgt.monash.edu/ws/files/729208464/711714039-oa.pdf","source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Masters, P, Gallagher, D, Moreau, L & Vered, M 2025, Rethinking Explainable AI : Explanations can be Deceiving. in Y Vorobeychik, P Libin & R Zivan (eds), Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, Association for Computing Machinery (ACM), New York NY USA, pp. 2663-2665, International Conference on Autonomous Agents and Multiagent Systems 2025, Detroit, Michigan, United States of America, 19/05/25. https://doi.org/10.5555/3709347.3743971","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:kclpure.kcl.ac.uk:openaire/04b8bb02-84c2-4111-9c39-6a1d7aa78806","is_oa":true,"landing_page_url":"https://kclpure.kcl.ac.uk/portal/en/publications/04b8bb02-84c2-4111-9c39-6a1d7aa78806","pdf_url":"https://kclpure.kcl.ac.uk/ws/files/366662881/Rethinking_Explainable_AI_Version_of_Record.pdf","source":{"id":"https://openalex.org/S4306400216","display_name":"Research Portal (King's College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183935753","host_organization_name":"King's College London","host_organization_lineage":["https://openalex.org/I183935753"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Masters, P, Gallagher, D, Moreau, L & Vered, M 2025, 'Rethinking Explainable AI : Explanations can be Deceiving', Paper presented at 24th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2025, Detroit, United States, 19/05/2025 - 23/05/2025 pp. 2663-2665. < https://dl.acm.org/doi/epdf/10.5555/3709347.3743971 >","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:monash.edu:publications/5e140229-8b5b-4b61-8736-b6448471e6b5","is_oa":true,"landing_page_url":"https://research.monash.edu/en/publications/5e140229-8b5b-4b61-8736-b6448471e6b5","pdf_url":null,"source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Masters, P, Gallagher, D, Moreau, L & Vered, M 2025, Rethinking Explainable AI : Explanations can be Deceiving. in Y Vorobeychik, P Libin & R Zivan (eds), Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, Association for Computing Machinery (ACM), New York NY USA, pp. 2663-2665, International Conference on Autonomous Agents and Multiagent Systems 2025, Detroit, Michigan, United States of America, 19/05/25. https://doi.org/10.5555/3709347.3743971","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:monash.edu:openaire/5e140229-8b5b-4b61-8736-b6448471e6b5","is_oa":true,"landing_page_url":"https://research.monash.edu/files/729208464/711714039-oa.pdf","pdf_url":"https://researchmgt.monash.edu/ws/files/729208464/711714039-oa.pdf","source":{"id":"https://openalex.org/S4306402625","display_name":"Monash University Research Portal (Monash University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I56590836","host_organization_name":"Monash University","host_organization_lineage":["https://openalex.org/I56590836"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Masters, P, Gallagher, D, Moreau, L & Vered, M 2025, Rethinking Explainable AI : Explanations can be Deceiving. in Y Vorobeychik, P Libin & R Zivan (eds), Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems. Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS, Association for Computing Machinery (ACM), New York NY USA, pp. 2663-2665, International Conference on Autonomous Agents and Multiagent Systems 2025, Detroit, Michigan, United States of America, 19/05/25. https://doi.org/10.5555/3709347.3743971","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"score":0.5846347808837891,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G301723715","display_name":null,"funder_award_id":"EP/V00784X/1","funder_id":"https://openalex.org/F4320314731","funder_display_name":"UK Research and Innovation"}],"funders":[{"id":"https://openalex.org/F4320314731","display_name":"UK Research and Innovation","ror":"https://ror.org/001aqnf71"},{"id":"https://openalex.org/F4320320005","display_name":"Royal Academy of Engineering","ror":"https://ror.org/0526snb40"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7111248549.pdf","grobid_xml":"https://content.openalex.org/works/W7111248549.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"The":[0],"propensity":[1],"to":[2,15,19,29,52,56],"overtrust":[3],"explanations":[4],"and":[5,86,88],"over-rely":[6],"on":[7],"systems":[8],"that":[9,17],"seem":[10],"transparent":[11],"makes":[12],"humans":[13],"vulnerable":[14],"output":[16],"conforms":[18],"explainable":[20],"AI":[21,57],"(XAI)":[22],"best":[23],"practice.":[24],"Human-centred":[25],"XAI":[26,60],"research":[27,61],"seeks":[28],"determine":[30],"the":[31,47,73,80],"type":[32],"of":[33,75],"explanation":[34],"most":[35],"appropriate":[36],"in":[37,54,62,82],"any":[38],"particular":[39],"context.":[40],"Other":[41],"disciplines,":[42],"meanwhile,":[43],"provide":[44,87],"insights":[45],"into":[46],"way":[48],"deception":[49],"has":[50],"tended":[51],"arise":[53],"relation":[55],"systems.":[58],"Examining":[59],"this":[63],"context,":[64],"we":[65],"find":[66],"it":[67],"a":[68,83],"perfect":[69],"melting":[70],"pot":[71],"for":[72,91],"generation":[74],"deceptive":[76],"explanations.":[77],"We":[78],"demonstrate":[79],"problem":[81],"user":[84],"study":[85],"evaluate":[89],"recommendations":[90],"stakeholders.":[92]},"counts_by_year":[],"updated_date":"2026-06-20T22:02:38.213706","created_date":"2025-12-10T00:00:00"}
