{"id":"https://openalex.org/W7130535212","doi":"https://doi.org/10.1109/ictc66702.2025.11388771","title":"Privacy-Preserving Anomaly Detection in Smart Cities Leveraging Federated Learning","display_name":"Privacy-Preserving Anomaly Detection in Smart Cities Leveraging Federated Learning","publication_year":2025,"publication_date":"2025-10-14","ids":{"openalex":"https://openalex.org/W7130535212","doi":"https://doi.org/10.1109/ictc66702.2025.11388771"},"language":null,"primary_location":{"id":"doi:10.1109/ictc66702.2025.11388771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc66702.2025.11388771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 16th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5028779694","display_name":"Boyun Eom","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Boyun Eom","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Autonomous IoT Research Section,Daejeon,Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Autonomous IoT Research Section,Daejeon,Rep. of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038249609","display_name":"D. K. Park","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong-Hwan Park","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Industrial Energy Convergence Research Department,Daejeon,Rep. of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Industrial Energy Convergence Research Department,Daejeon,Rep. of Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I142401562"],"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":"782","last_page":"785"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.4991999864578247,"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":0.4991999864578247,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.07689999788999557,"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/T11479","display_name":"Smart Cities and Technologies","score":0.04520000144839287,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7505999803543091},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.7128000259399414},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.598800003528595},{"id":"https://openalex.org/keywords/smart-city","display_name":"Smart city","score":0.5522000193595886},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4846999943256378},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.4758000075817108},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4260999858379364},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.4018999934196472}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7505999803543091},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.7128000259399414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7039999961853027},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.598800003528595},{"id":"https://openalex.org/C2777103469","wikidata":"https://www.wikidata.org/wiki/Q1231558","display_name":"Smart city","level":3,"score":0.5522000193595886},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4846999943256378},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4758000075817108},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4345000088214874},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4260999858379364},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4018999934196472},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.3716999888420105},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3337000012397766},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3278999924659729},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.320499986410141},{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.2680000066757202},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26589998602867126},{"id":"https://openalex.org/C152223200","wikidata":"https://www.wikidata.org/wiki/Q3055471","display_name":"Smart environment","level":3,"score":0.2651999890804291},{"id":"https://openalex.org/C140547941","wikidata":"https://www.wikidata.org/wiki/Q7797194","display_name":"Threat model","level":2,"score":0.26170000433921814},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.2606000006198883},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.2540000081062317}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc66702.2025.11388771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc66702.2025.11388771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 16th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5507479310035706,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324625","display_name":"Korea Agency for Infrastructure Technology Advancement","ror":"https://ror.org/00rxf7n07"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W2559085405","https://openalex.org/W2916798096","https://openalex.org/W2990503944","https://openalex.org/W3196371845","https://openalex.org/W4224980671","https://openalex.org/W4385349203","https://openalex.org/W4405821889"],"related_works":[],"abstract_inverted_index":{"To":[0,67],"address":[1],"growing":[2],"privacy":[3,41],"concerns":[4],"in":[5,64,113],"data":[6],"collection":[7],"and":[8,40,76],"sharing,":[9],"federated":[10],"learning":[11,21],"(FL)":[12],"has":[13,26],"gained":[14],"increasing":[15],"attention":[16],"as":[17,28],"a":[18,29,56,93],"decentralized":[19],"machine":[20],"paradigm.":[22],"In":[23,45],"particular,":[24],"FL":[25,54,108],"emerged":[27],"viable":[30],"solution":[31],"for":[32,109],"smart":[33,57,101],"cities,":[34],"where":[35],"the":[36,84,105],"safety":[37],"is":[38,90],"paramount":[39],"must":[42],"be":[43],"preserved.":[44],"this":[46],"paper,":[47],"we":[48,74],"introduce":[49],"our":[50],"study":[51],"on":[52],"adapting":[53],"to":[55,100],"city":[58,102],"use":[59],"case":[60],"involving":[61],"anomaly":[62],"detection":[63],"surveillance":[65],"systems.":[66],"enhance":[68],"model":[69],"robustness":[70],"under":[71],"non-IID":[72],"conditions,":[73],"design":[75],"evaluate":[77],"two":[78],"novel":[79],"aggregation":[80],"strategies":[81],"built":[82],"upon":[83],"baseline":[85],"FedAvg":[86],"algorithm.":[87],"Our":[88],"approach":[89],"validated":[91],"using":[92],"CCTV":[94],"dataset":[95],"featuring":[96],"abnormal":[97],"behaviors":[98],"relevant":[99],"environments,":[103],"demonstrating":[104],"potential":[106],"of":[107],"privacy-preserving":[110],"video":[111],"analytics":[112],"urban":[114],"infrastructure.":[115]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-02-20T00:00:00"}
