{"id":"https://openalex.org/W4388692507","doi":"https://doi.org/10.1109/tifs.2023.3331274","title":"On the Security of \u201cLSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing\u201d","display_name":"On the Security of \u201cLSFL: A Lightweight and Secure Federated Learning Scheme for Edge Computing\u201d","publication_year":2023,"publication_date":"2023-11-15","ids":{"openalex":"https://openalex.org/W4388692507","doi":"https://doi.org/10.1109/tifs.2023.3331274"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3331274","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5101845076","display_name":"Jiahui Wu","orcid":"https://orcid.org/0000-0003-0121-5575"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahui Wu","raw_affiliation_strings":["Department of New Networks, Peng Cheng Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of New Networks, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085221201","display_name":"Weizhe Zhang","orcid":"https://orcid.org/0000-0003-4783-876X"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weizhe Zhang","raw_affiliation_strings":["Department of New Networks, Peng Cheng Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of New Networks, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000037502","display_name":"Fucai Luo","orcid":"https://orcid.org/0000-0001-7961-5750"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fucai Luo","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.403,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.626095,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":68,"max":79},"biblio":{"volume":"19","issue":null,"first_page":"3481","last_page":"3482"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Techniques for Data Analysis and Machine Learning","score":1.0,"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 Techniques for Data Analysis and Machine Learning","score":1.0,"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/T10237","display_name":"Advanced Cryptographic Schemes and Protocols","score":0.998,"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/T11612","display_name":"Optimization Methods in Machine Learning","score":0.983,"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/robustness","display_name":"Robustness (evolution)","score":0.80762815},{"id":"https://openalex.org/keywords/privacy-preserving-computation","display_name":"Privacy-Preserving Computation","score":0.566839},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated Learning","score":0.562474},{"id":"https://openalex.org/keywords/secure-multi-party-computation","display_name":"Secure Multi-party Computation","score":0.558077},{"id":"https://openalex.org/keywords/secure-computation","display_name":"Secure Computation","score":0.557157},{"id":"https://openalex.org/keywords/location-privacy","display_name":"Location Privacy","score":0.52283}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8449761},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.80762815},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.66369534},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5058772},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.4534826},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.43172178},{"id":"https://openalex.org/C41065033","wikidata":"https://www.wikidata.org/wiki/Q2825412","display_name":"Adversary","level":2,"score":0.42479575},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.41538742},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.24116743},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2023.3331274","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"U22A2036"}],"datasets":[],"versions":[],"referenced_works_count":8,"referenced_works":["https://openalex.org/W2535690855","https://openalex.org/W2591882872","https://openalex.org/W2781091734","https://openalex.org/W2900120080","https://openalex.org/W3006655855","https://openalex.org/W4214771680","https://openalex.org/W4311081048","https://openalex.org/W4320008809"],"related_works":["https://openalex.org/W4388150944","https://openalex.org/W4242235492","https://openalex.org/W4237162029","https://openalex.org/W2533125852","https://openalex.org/W2388464034","https://openalex.org/W2367268135","https://openalex.org/W2140460949","https://openalex.org/W2105580438","https://openalex.org/W2092530219","https://openalex.org/W2057435755"],"abstract_inverted_index":{"Zhang":[0],"et":[1],"al.":[2],"(2023)":[3],"recently":[4],"proposed":[5],"a":[6,55,72],"secure":[7,39],"federated":[8],"learning":[9],"(FL)":[10],"scheme":[11],"named":[12],"LSFL":[13,29,44],"to":[14,54,74],"guarantee":[15],"Byzantine":[16,40],"robustness":[17,41],"while":[18],"protecting":[19],"privacy":[20,31,76],"in":[21,78],"FL.":[22],"In":[23],"this":[24,67],"work,":[25],"we":[26,35,62],"show":[27],"that":[28,37],"breaches":[30,77],"it":[32],"claimed.":[33],"Specifically,":[34],"demonstrate":[36],"the":[38,64],"procedure":[42],"of":[43,48],"exposes":[45],"significant":[46],"information":[47],"all":[49],"participant":[50],"models":[51],"and":[52,70],"data":[53],"semi-honest":[56],"server,":[57],"thereby":[58],"damaging":[59],"privacy.":[60],"Then,":[61],"analyze":[63],"reason":[65],"for":[66],"security":[68],"issue":[69],"give":[71],"suggestion":[73],"prevent":[75],"LSFL.":[79]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4388692507","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2024-12-04T13:09:35.336761","created_date":"2023-11-16"}
