{"id":"https://openalex.org/W4312467921","doi":"https://doi.org/10.1109/iscc55528.2022.9912465","title":"Privacy vs Accuracy Trade-Off in Privacy Aware Face Recognition in Smart Systems","display_name":"Privacy vs Accuracy Trade-Off in Privacy Aware Face Recognition in Smart Systems","publication_year":2022,"publication_date":"2022-06-30","ids":{"openalex":"https://openalex.org/W4312467921","doi":"https://doi.org/10.1109/iscc55528.2022.9912465"},"language":"en","primary_location":{"id":"doi:10.1109/iscc55528.2022.9912465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc55528.2022.9912465","pdf_url":null,"source":{"id":"https://openalex.org/S4363605780","display_name":"2022 IEEE Symposium on Computers and Communications (ISCC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"},"type":"article","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/A5046139111","display_name":"Wisam Abbasi","orcid":"https://orcid.org/0000-0002-6901-1838"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Wisam Abbasi","raw_affiliation_strings":["IIT-CNR"],"affiliations":[{"raw_affiliation_string":"IIT-CNR","institution_ids":["https://openalex.org/I4210130157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084737695","display_name":"Paolo Mori","orcid":"https://orcid.org/0000-0002-6618-0388"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Mori","raw_affiliation_strings":["IIT-CNR"],"affiliations":[{"raw_affiliation_string":"IIT-CNR","institution_ids":["https://openalex.org/I4210130157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043827499","display_name":"Andrea Saracino","orcid":"https://orcid.org/0000-0001-8149-9322"},"institutions":[{"id":"https://openalex.org/I4210130157","display_name":"Institute of Informatics and Telematics","ror":"https://ror.org/02gdcn153","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210130157","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Saracino","raw_affiliation_strings":["IIT-CNR"],"affiliations":[{"raw_affiliation_string":"IIT-CNR","institution_ids":["https://openalex.org/I4210130157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027913823","display_name":"Valerio Frascolla","orcid":"https://orcid.org/0000-0002-4256-2955"},"institutions":[{"id":"https://openalex.org/I4210158342","display_name":"Intel (United Kingdom)","ror":"https://ror.org/058cxws58","country_code":"GB","type":"company","lineage":["https://openalex.org/I1343180700","https://openalex.org/I4210158342"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Valerio Frascolla","raw_affiliation_strings":["Intel"],"affiliations":[{"raw_affiliation_string":"Intel","institution_ids":["https://openalex.org/I4210158342"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046139111"],"corresponding_institution_ids":["https://openalex.org/I4210130157"],"apc_list":null,"apc_paid":null,"fwci":0.4794,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.73449308,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9932000041007996,"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/computer-science","display_name":"Computer science","score":0.8341766595840454},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.7242062091827393},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6783398389816284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6332818269729614},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5519067645072937},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.5080902576446533},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.507939875125885},{"id":"https://openalex.org/keywords/three-dimensional-face-recognition","display_name":"Three-dimensional face recognition","score":0.4702291190624237},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46148887276649475},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.45159101486206055},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.43879765272140503},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4212465286254883},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.4195966124534607},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.41788914799690247},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1932068169116974}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8341766595840454},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.7242062091827393},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6783398389816284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6332818269729614},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5519067645072937},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.5080902576446533},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.507939875125885},{"id":"https://openalex.org/C88799230","wikidata":"https://www.wikidata.org/wiki/Q3398329","display_name":"Three-dimensional face recognition","level":5,"score":0.4702291190624237},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46148887276649475},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.45159101486206055},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.43879765272140503},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4212465286254883},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.4195966124534607},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.41788914799690247},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1932068169116974},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscc55528.2022.9912465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc55528.2022.9912465","pdf_url":null,"source":{"id":"https://openalex.org/S4363605780","display_name":"2022 IEEE Symposium on Computers and Communications (ISCC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5600000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1498305593","https://openalex.org/W1591931903","https://openalex.org/W1761337995","https://openalex.org/W1881452810","https://openalex.org/W1967282980","https://openalex.org/W1986702797","https://openalex.org/W1988790447","https://openalex.org/W2014440151","https://openalex.org/W2035612937","https://openalex.org/W2071421199","https://openalex.org/W2074138121","https://openalex.org/W2095999100","https://openalex.org/W2098947662","https://openalex.org/W2102897151","https://openalex.org/W2103958416","https://openalex.org/W2103971661","https://openalex.org/W2107634464","https://openalex.org/W2109426455","https://openalex.org/W2120954940","https://openalex.org/W2121647436","https://openalex.org/W2122034878","https://openalex.org/W2124386111","https://openalex.org/W2130259898","https://openalex.org/W2131273085","https://openalex.org/W2135463994","https://openalex.org/W2138451337","https://openalex.org/W2144172034","https://openalex.org/W2144354855","https://openalex.org/W2145287260","https://openalex.org/W2157364932","https://openalex.org/W2161969291","https://openalex.org/W2164598857","https://openalex.org/W2165731615","https://openalex.org/W2171937595","https://openalex.org/W2467391961","https://openalex.org/W2526578496","https://openalex.org/W2549001007","https://openalex.org/W2563500191","https://openalex.org/W2789226849","https://openalex.org/W2899254051","https://openalex.org/W2900193289","https://openalex.org/W2944994676","https://openalex.org/W2957981809","https://openalex.org/W2962712356","https://openalex.org/W3097096317","https://openalex.org/W3109496323","https://openalex.org/W4251456804","https://openalex.org/W4394650624","https://openalex.org/W6638046521","https://openalex.org/W6641977660","https://openalex.org/W6681239517","https://openalex.org/W6748503580","https://openalex.org/W6780031884","https://openalex.org/W6864091772"],"related_works":["https://openalex.org/W325114128","https://openalex.org/W4206923589","https://openalex.org/W3014491775","https://openalex.org/W3034828634","https://openalex.org/W3022534164","https://openalex.org/W74006108","https://openalex.org/W2184186800","https://openalex.org/W980171259","https://openalex.org/W4285815683","https://openalex.org/W4360994936"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,15,62,67],"novel":[4],"approach":[5,83],"for":[6,37,45],"privacy":[7,21,38,93,100],"preserving":[8],"face":[9,30,46,48,50,53,73,87,107,110],"recognition":[10,74],"aimed":[11],"to":[12,84,98],"formally":[13],"define":[14],"trade-off":[16],"optimization":[17],"criterion":[18],"between":[19],"data":[20],"and":[22,52,71,94,97,109],"algorithm":[23],"accuracy.":[24,112],"In":[25],"our":[26,82],"methodology,":[27],"real":[28],"world":[29],"images":[31,42,88],"are":[32,43],"anonymized":[33,41],"with":[34,61,89,101],"Gaussian":[35],"blurring":[36],"preservation.":[39],"The":[40,55,76],"processed":[44],"detection,":[47],"alignment,":[49],"representation,":[51],"verification.":[54],"proposed":[56],"methodology":[57],"has":[58],"been":[59],"validated":[60],"set":[63],"of":[64,81,92],"experiments":[65],"on":[66,106],"well":[68],"known":[69],"dataset":[70],"three":[72],"classifiers.":[75],"results":[77,95],"demonstrate":[78],"the":[79,102],"effectiveness":[80],"correctly":[85],"verify":[86],"different":[90],"levels":[91],"accuracy,":[96],"maximize":[99],"least":[103],"negative":[104],"impact":[105],"detection":[108],"verification":[111]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-02-25T23:00:34.991745","created_date":"2025-10-10T00:00:00"}
