{"id":"https://openalex.org/W4405014271","doi":"https://doi.org/10.1145/3636534.3690706","title":"Mirror Never Lies: Unveiling Reflective Privacy Risks in Glass-laden Short Videos","display_name":"Mirror Never Lies: Unveiling Reflective Privacy Risks in Glass-laden Short Videos","publication_year":2024,"publication_date":"2024-12-04","ids":{"openalex":"https://openalex.org/W4405014271","doi":"https://doi.org/10.1145/3636534.3690706"},"language":"en","primary_location":{"id":"doi:10.1145/3636534.3690706","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3636534.3690706","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th Annual International Conference on Mobile Computing and Networking","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103893583","display_name":"Shen Wang","orcid":"https://orcid.org/0009-0000-1543-3819"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Shen Wang","raw_affiliation_strings":["The Hong Kong Polytechnic University, Kowloon, Hong Kong"],"raw_orcid":"https://orcid.org/0009-0000-1543-3819","affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079946793","display_name":"Xiaopeng Zhao","orcid":"https://orcid.org/0000-0003-4471-2707"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiaopeng Zhao","raw_affiliation_strings":["The Hong Kong Polytechnic University, Kowloon, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0003-4471-2707","affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037092641","display_name":"Donghui Dai","orcid":"https://orcid.org/0000-0001-8245-3852"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Donghui Dai","raw_affiliation_strings":["The Hong Kong Polytechnic University, Kowloon, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-8245-3852","affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044160991","display_name":"Lei Yang","orcid":"https://orcid.org/0000-0001-9651-0811"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Lei Yang","raw_affiliation_strings":["The Hong Kong Polytechnic University, Kowloon, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-9651-0811","affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":1.8176,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86468995,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1485","last_page":"1499"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9502000212669373,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.9502000212669373,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9495000243186951,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10888","display_name":"Augmented Reality Applications","score":0.9101999998092651,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/internet-privacy","display_name":"Internet privacy","score":0.5921687483787537},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4601384699344635},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3503538966178894}],"concepts":[{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.5921687483787537},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4601384699344635},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3503538966178894}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3636534.3690706","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3636534.3690706","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th Annual International Conference on Mobile Computing and Networking","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3944216734","display_name":"Crowdsourced Neural Radio-Frequency Radiation Fields for Network Cognition: Industrial Applications in Mobile IoT","funder_award_id":"GHP/079/22SZ","funder_id":"https://openalex.org/F4320326427","funder_display_name":"Innovation and Technology Fund"},{"id":"https://openalex.org/G8665815270","display_name":null,"funder_award_id":"JCYJ20230807140410022","funder_id":"https://openalex.org/F4320329791","funder_display_name":"Shenzhen Fundamental Research Program"}],"funders":[{"id":"https://openalex.org/F4320326427","display_name":"Innovation and Technology Fund","ror":null},{"id":"https://openalex.org/F4320329791","display_name":"Shenzhen Fundamental Research Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W2053328823","https://openalex.org/W2083814377","https://openalex.org/W2113738519","https://openalex.org/W2114220294","https://openalex.org/W2128354257","https://openalex.org/W2149889219","https://openalex.org/W2549139847","https://openalex.org/W2591343321","https://openalex.org/W2755286543","https://openalex.org/W2811180360","https://openalex.org/W2964288609","https://openalex.org/W3011537551","https://openalex.org/W3034592098","https://openalex.org/W3035483366","https://openalex.org/W3036234074","https://openalex.org/W3094088110","https://openalex.org/W3094315869","https://openalex.org/W3120857301","https://openalex.org/W3142612449","https://openalex.org/W3170841864","https://openalex.org/W4221151978","https://openalex.org/W4224063353","https://openalex.org/W4226249843","https://openalex.org/W4280526802","https://openalex.org/W4282922170","https://openalex.org/W4287244456","https://openalex.org/W4297812694","https://openalex.org/W4306179608","https://openalex.org/W4312280100","https://openalex.org/W4312679369","https://openalex.org/W4312866343","https://openalex.org/W4312950208","https://openalex.org/W4320487943","https://openalex.org/W4323323702","https://openalex.org/W4353007034","https://openalex.org/W4382240899","https://openalex.org/W4385681691","https://openalex.org/W4386076325","https://openalex.org/W6641544844","https://openalex.org/W6758550079","https://openalex.org/W6767114646","https://openalex.org/W6775857102","https://openalex.org/W6779376668","https://openalex.org/W6789386828","https://openalex.org/W6804194500","https://openalex.org/W6838786147"],"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":{"In":[0,76],"the":[1,15,45,94,97,100,121,125,135,139,149,181,201],"era":[2],"of":[3,18,47,52,63,96,102,120,200,204],"ubiquitous":[4],"short-video":[5,205],"sharing,":[6],"an":[7],"overlooked":[8],"yet":[9],"significant":[10,202],"privacy":[11,74,87,192],"risk":[12],"has":[13],"arisen:":[14],"accidental":[16],"disclosure":[17],"confidential":[19],"information":[20],"through":[21],"reflective":[22,70,86,122,151,166],"surfaces,":[23,71],"such":[24],"as":[25,154,156],"mirrors,":[26],"glass,":[27],"or":[28],"even":[29,161],"polished":[30],"metal.":[31],"Such":[32],"reflections":[33],"can":[34],"inadvertently":[35],"disclose":[36],"sensitive":[37],"personal":[38],"details":[39],"to":[40,84,190],"a":[41,81,103,165,173],"broad":[42],"audience":[43],"without":[44],"awareness":[46,186],"content":[48],"creators.":[49],"Our":[50],"examination":[51],"100":[53],"top-rated":[54],"TikTok":[55],"short":[56,91],"videos":[57],"reveals":[58],"that,":[59],"on":[60,134],"average,":[61],"37.2%":[62],"frames":[64],"in":[65,89,141,193,198],"each":[66],"video":[67],"feature":[68],"identifiable":[69],"posing":[72],"potential":[73],"risks.":[75],"this":[77],"work,":[78],"we":[79],"introduce":[80],"framework":[82,98,136],"designed":[83],"scrutinize":[85],"risks":[88],"glass-laden":[90],"videos.":[92],"At":[93],"heart":[95],"is":[99],"development":[101],"reflection-specific":[104],"neural":[105],"radiance":[106],"field,":[107],"termed":[108],"RP-NeRF,":[109],"which":[110],"enables":[111],"reflection-aware":[112],"ray":[113],"tracing":[114],"for":[115,184],"precise":[116],"extraction":[117],"and":[118,145,158,172,187],"reconstruction":[119],"scenes":[123],"from":[124,148],"surfaces":[126],"they":[127],"appear":[128],"on.":[129],"A":[130],"detailed":[131],"field":[132],"study":[133],"indicates":[137],"that":[138,168],"precision":[140],"detecting":[142],"human":[143],"presence":[144],"recognizing":[146],"objects":[147],"reconstructed":[150],"images":[152],"reaches":[153],"high":[155],"90.8%":[157],"89.6%,":[159],"respectively,":[160],"when":[162],"dealing":[163],"with":[164],"surface":[167],"boasts":[169],"90%":[170],"transparency":[171],"mere":[174],"4%":[175],"reflectance":[176],"rate.":[177],"These":[178],"findings":[179],"highlight":[180],"urgent":[182],"need":[183],"greater":[185],"advanced":[188],"solutions":[189],"safeguard":[191],"our":[194],"digital":[195],"age,":[196],"especially":[197],"light":[199],"impact":[203],"sharing.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
