{"id":"https://openalex.org/W7225311387","doi":"https://doi.org/10.5281/zenodo.23970346","title":"Consent-Aware Machine Unlearning: A Verifiable Framework for Selective Influence Removal","display_name":"Consent-Aware Machine Unlearning: A Verifiable Framework for Selective Influence Removal","publication_year":2026,"publication_date":"2026-11-05","ids":{"openalex":"https://openalex.org/W7225311387","doi":"https://doi.org/10.5281/zenodo.23970346"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23970346","doi":"https://doi.org/10.5281/zenodo.23970346","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23970346","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23970346","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160804512","display_name":"Aayush Ramesh Ingle","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aayush Ramesh Ingle","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5159117380","display_name":"Vishal Puranik","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dr. Vishal Puranik","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9990000128746033,"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":0.9990000128746033,"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":9.999999747378752e-05,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":9.999999747378752e-05,"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":[{"id":"https://openalex.org/keywords/machine-unlearning","display_name":"machine unlearning","score":0.9990000128746033},{"id":"https://openalex.org/keywords/withdrawal-of-consent","display_name":"withdrawal of consent","score":0.9459999799728394},{"id":"https://openalex.org/keywords/data-deletion","display_name":"data deletion","score":0.5460000038146973},{"id":"https://openalex.org/keywords/verifiability","display_name":"verifiability","score":0.796999990940094},{"id":"https://openalex.org/keywords/privacy-regulation","display_name":"privacy regulation","score":0.5889999866485596},{"id":"https://openalex.org/keywords/gdpr","display_name":"GDPR","score":0.7879999876022339},{"id":"https://openalex.org/keywords/data-subject-control","display_name":"data subject control","score":0.3919999897480011}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7184000015258789},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6883999705314636},{"id":"https://openalex.org/C85847156","wikidata":"https://www.wikidata.org/wiki/Q59015987","display_name":"Verifiable secret sharing","level":3,"score":0.6406000256538391},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.6308000087738037},{"id":"https://openalex.org/C46304622","wikidata":"https://www.wikidata.org/wiki/Q374814","display_name":"Certification","level":2,"score":0.5812000036239624},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5674999952316284},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.41449999809265137},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.35370001196861267},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.33660000562667847},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3361999988555908},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3174000084400177},{"id":"https://openalex.org/C159023740","wikidata":"https://www.wikidata.org/wiki/Q623276","display_name":"Deadlock","level":2,"score":0.2842999994754791},{"id":"https://openalex.org/C67497173","wikidata":"https://www.wikidata.org/wiki/Q977345","display_name":"Legal aspects of computing","level":3,"score":0.27309998869895935},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.26820001006126404},{"id":"https://openalex.org/C69360830","wikidata":"https://www.wikidata.org/wiki/Q1172237","display_name":"Data Protection Act 1998","level":2,"score":0.26440000534057617}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23970346","doi":"https://doi.org/10.5281/zenodo.23970346","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23970346","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},{"id":"doi:10.5281/zenodo.23970347","doi":"https://doi.org/10.5281/zenodo.23970347","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23970347","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23970346","doi":"https://doi.org/10.5281/zenodo.23970346","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23970346","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"JournalArticle"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5473999977111816,"display_name":"Peace, justice, and strong institutions"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4409657374","https://openalex.org/W7172416512","https://openalex.org/W7211976477","https://openalex.org/W7170709969","https://openalex.org/W7127623087","https://openalex.org/W7164950016","https://openalex.org/W4400391860","https://openalex.org/W7172399928","https://openalex.org/W4396913667","https://openalex.org/W4412565294"],"abstract_inverted_index":{"Machine":[0,106],"unlearning":[1,111,119],"is":[2,120,170,183],"the":[3,29,35,70,73,81,139,148],"question":[4],"of":[5,18,83,141],"how":[6],"a":[7,100,113],"trained":[8],"model":[9,30],"can":[10],"be":[11],"made":[12],"to":[13,27,51,98,156],"act":[14],"as":[15,39,43],"if":[16],"some":[17],"its":[19],"training":[20],"instances":[21],"were":[22],"never":[23],"encountered":[24],"without":[25],"having":[26],"retrain":[28],"from":[31],"scratch.":[32],"Interest":[33],"in":[34,69,93,128],"topic":[36],"has":[37],"increased":[38],"privacy":[40],"regulations":[41],"such":[42],"GDPR":[44],"have":[45,52,57],"been":[46],"introduced":[47],"and":[48,62,65,89,124,144,146,163,179,181],"people\u2019s":[49],"demands":[50],"control":[53],"over":[54],"their":[55],"data":[56],"grown.":[58],"Removal":[59],"methods,":[60],"verification":[61],"proof-of-unlearning":[63],"schemes":[64],"audit":[66],"analyses":[67],"exist":[68],"literature.":[71],"From":[72],"papers":[74],"that":[75,102,109,118],"we":[76,103],"reviewed":[77],"however,":[78],"none":[79],"combine":[80],"concepts":[82],"consent":[84,142],"withdrawal,":[85],"scoped":[86],"removal,":[87],"verification,":[88],"an":[90,129],"auditable":[91,130],"record":[92],"one":[94],"workflow.":[95],"We":[96,132,173],"aim":[97],"propose":[99],"framework":[101],"call":[104],"Consent-Aware":[105],"Unlearning":[107],"(CAMU)":[108],"initiates":[110],"when":[112],"person":[114],"withdraws":[115],"consent,":[116],"verifies":[117],"actually":[121],"taking":[122],"place,":[123],"documents":[125],"this":[126],"process":[127],"record.":[131],"review":[133],"recent":[134],"proposals,":[135],"compare":[136],"them":[137],"on":[138],"issues":[140],"handling":[143],"verifiability,":[145],"identify":[147],"gap":[149],"created,":[150],"before":[151],"discussing":[152],"three":[153],"potential":[154],"approaches":[155],"verifying":[157],"removal:":[158],"membership-inference":[159],"auditing,":[160,162],"influence-function":[161],"certified":[164],"removal":[165],"bounds.":[166],"The":[167],"design":[168],"proposal":[169],"called":[171],"CAMU.":[172],"do":[174],"not":[175],"report":[176],"any":[177],"experiments":[178],"implementation":[180],"evaluation":[182],"left":[184],"for":[185],"future":[186],"research.":[187]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-11-06T00:00:00"}