{"id":"https://openalex.org/W7128034751","doi":"https://doi.org/10.48550/arxiv.2602.05016","title":"From Fragmentation to Integration: Exploring the Design Space of AI Agents for Human-as-the-Unit Privacy Management","display_name":"From Fragmentation to Integration: Exploring the Design Space of AI Agents for Human-as-the-Unit Privacy Management","publication_year":2026,"publication_date":"2026-02-04","ids":{"openalex":"https://openalex.org/W7128034751","doi":"https://doi.org/10.48550/arxiv.2602.05016"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2602.05016","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114337154","display_name":"Eryue Xu","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xu, Eryue","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5125100152","display_name":"Tianshi Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Li, Tianshi","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5114337154"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.3774000108242035,"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"}},"topics":[{"id":"https://openalex.org/T11045","display_name":"Privacy, Security, and Data Protection","score":0.3774000108242035,"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"}},{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.11999999731779099,"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/T12128","display_name":"AI in Service Interactions","score":0.07590000331401825,"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/bridging","display_name":"Bridging (networking)","score":0.6256999969482422},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5088000297546387},{"id":"https://openalex.org/keywords/fragmentation","display_name":"Fragmentation (computing)","score":0.4643999934196472},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4226999878883362},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4133000075817108}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6525999903678894},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.6256999969482422},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5088000297546387},{"id":"https://openalex.org/C191015642","wikidata":"https://www.wikidata.org/wiki/Q1132459","display_name":"Fragmentation (computing)","level":2,"score":0.4643999934196472},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.448199987411499},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4251999855041504},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4226999878883362},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4133000075817108},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.38179999589920044},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.3686000108718872},{"id":"https://openalex.org/C193934123","wikidata":"https://www.wikidata.org/wiki/Q7246028","display_name":"Privacy by Design","level":3,"score":0.3515999913215637},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3366999924182892},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.32350000739097595},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.3125}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2602.05016","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"doi:10.48550/arxiv.2602.05016","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.05016","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:doi:10.48550/arxiv.2602.05016","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.5750930309295654,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Managing":[0],"one's":[1],"digital":[2,148],"footprint":[3],"is":[4],"overwhelming,":[5],"as":[6],"it":[7],"spans":[8],"multiple":[9],"platforms":[10],"and":[11,39,72,83],"involves":[12],"countless":[13],"context-dependent":[14],"decisions.":[15],"Recent":[16],"advances":[17],"in":[18,114,118,137],"agentic":[19],"AI":[20,80,115,132],"offer":[21],"ways":[22],"forward":[23],"by":[24],"enabling":[25],"holistic,":[26],"contextual":[27],"privacy-enhancing":[28],"solutions.":[29],"Building":[30],"on":[31,54],"this":[32],"potential,":[33],"we":[34,77],"adopted":[35],"a":[36,87,125],"''human-as-the-unit''":[37],"perspective":[38],"investigated":[40],"users'":[41,147],"cross-context":[42],"privacy":[43,62,138],"challenges":[44,67],"through":[45,141],"12":[46],"semi-structured":[47],"interviews.":[48],"Results":[49],"reveal":[50],"that":[51],"people":[52],"rely":[53],"ad":[55],"hoc":[56],"manual":[57],"strategies":[58],"while":[59],"lacking":[60],"comprehensive":[61,143],"controls,":[63],"highlighting":[64],"nine":[65,79],"privacy-management":[66],"across":[68],"applications,":[69],"temporal":[70],"contexts,":[71],"relationships.":[73],"To":[74],"explore":[75],"solutions,":[76],"generated":[78],"agent":[81,107],"concepts":[82,97],"evaluated":[84],"them":[85],"via":[86],"speed-dating":[88],"survey":[89],"with":[90,103,109],"116":[91],"US":[92],"participants.":[93],"The":[94],"three":[95],"highest-ranked":[96],"were":[98],"all":[99],"post-sharing":[100,144],"management":[101],"tools":[102],"half":[104],"or":[105],"full":[106],"autonomy,":[108],"users":[110,130],"expressing":[111],"greater":[112],"trust":[113],"accuracy":[116],"than":[117],"their":[119],"own":[120],"efforts.":[121],"Our":[122],"findings":[123],"highlight":[124],"promising":[126],"design":[127],"space":[128],"where":[129],"see":[131],"agents":[133],"bridging":[134],"the":[135],"fragments":[136],"management,":[139],"particularly":[140],"automated,":[142],"remediation":[145],"of":[146],"footprints.":[149]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2026-02-07T00:00:00"}