{"id":"https://openalex.org/W4394939124","doi":"https://doi.org/10.1109/tdsc.2024.3390761","title":"FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model","display_name":"FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model","publication_year":2024,"publication_date":"2024-04-18","ids":{"openalex":"https://openalex.org/W4394939124","doi":"https://doi.org/10.1109/tdsc.2024.3390761"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2024.3390761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3390761","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-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/A5035753510","display_name":"Shuo Shao","orcid":"https://orcid.org/0000-0003-3482-4975"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shuo Shao","raw_affiliation_strings":["State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China","State Key Laboratory of Blockchain and Data Security, Zhejiang University, China"],"raw_orcid":"https://orcid.org/0000-0003-3482-4975","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of Blockchain and Data Security, Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101619232","display_name":"Wenyuan Yang","orcid":"https://orcid.org/0000-0003-0046-5994"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyuan Yang","raw_affiliation_strings":["School of Cyber Science and Technology, Sun Yat-sen University, Guangzhou, China","School of Cyber Science and Technology, Sun Yat-sen University, China"],"raw_orcid":"https://orcid.org/0000-0003-0046-5994","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Cyber Science and Technology, Sun Yat-sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046115188","display_name":"Hanlin Gu","orcid":"https://orcid.org/0000-0001-8266-4561"},"institutions":[{"id":"https://openalex.org/I4210093114","display_name":"Shenzhen Weiguang Biological Products (China)","ror":"https://ror.org/00hdm6c37","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanlin Gu","raw_affiliation_strings":["WeBank AI Lab, ShenZhen, China","Webank AI Lab, China"],"raw_orcid":"https://orcid.org/0000-0001-8266-4561","affiliations":[{"raw_affiliation_string":"WeBank AI Lab, ShenZhen, China","institution_ids":["https://openalex.org/I4210093114"]},{"raw_affiliation_string":"Webank AI Lab, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043524348","display_name":"Zhan Qin","orcid":"https://orcid.org/0000-0001-7872-6969"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhan Qin","raw_affiliation_strings":["State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China","State Key Laboratory of Blockchain and Data Security, Zhejiang University, China"],"raw_orcid":"https://orcid.org/0000-0001-7872-6969","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"State Key Laboratory of Blockchain and Data Security, Zhejiang University, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100373580","display_name":"Lixin Fan","orcid":"https://orcid.org/0000-0002-8162-7096"},"institutions":[{"id":"https://openalex.org/I4210093114","display_name":"Shenzhen Weiguang Biological Products (China)","ror":"https://ror.org/00hdm6c37","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210093114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Fan","raw_affiliation_strings":["WeBank AI Lab, ShenZhen, China","Webank AI Lab, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"WeBank AI Lab, ShenZhen, China","institution_ids":["https://openalex.org/I4210093114"]},{"raw_affiliation_string":"Webank AI Lab, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100636286","display_name":"Qiang Yang","orcid":"https://orcid.org/0000-0001-5059-8360"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qiang Yang","raw_affiliation_strings":["Computer Science and Engineering Department, Hong Kong University of Science and Technology, Kowloon, Hong Kong","Computer Science and Engineering Department, Hong Kong University of Science and Technology, Hong Kong"],"raw_orcid":"https://orcid.org/0000-0001-5059-8360","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering Department, Hong Kong University of Science and Technology, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I200769079","https://openalex.org/I889458895"]},{"raw_affiliation_string":"Computer Science and Engineering Department, Hong Kong University of Science and Technology, Hong Kong","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":null,"display_name":"Kui Ren","orcid":"https://orcid.org/0000-0002-1969-2591"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kui Ren","raw_affiliation_strings":["State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1969-2591","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Blockchain and Data Security, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5035753510"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":null,"apc_paid":null,"fwci":26.11,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.99589927,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"22","issue":"1","first_page":"114","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11614","display_name":"Cloud Data Security Solutions","score":0.9686999917030334,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11614","display_name":"Cloud Data Security Solutions","score":0.9686999917030334,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/traceability","display_name":"Traceability","score":0.9240342378616333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5912817120552063},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.38838469982147217},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.15771162509918213}],"concepts":[{"id":"https://openalex.org/C153876917","wikidata":"https://www.wikidata.org/wiki/Q899704","display_name":"Traceability","level":2,"score":0.9240342378616333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5912817120552063},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.38838469982147217},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.15771162509918213}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tdsc.2024.3390761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3390761","pdf_url":null,"source":{"id":"https://openalex.org/S133795288","display_name":"IEEE Transactions on Dependable and Secure Computing","issn_l":"1545-5971","issn":["1545-5971","1941-0018","2160-9209"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Dependable and Secure Computing","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-138829","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-138829","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1803704698","display_name":null,"funder_award_id":"62072395","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3935748781","display_name":null,"funder_award_id":"U20A20178","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W2112796928","https://openalex.org/W2194775991","https://openalex.org/W2473930607","https://openalex.org/W2560647685","https://openalex.org/W2579318729","https://openalex.org/W2618530766","https://openalex.org/W2767079719","https://openalex.org/W2788388592","https://openalex.org/W2934843808","https://openalex.org/W2935349488","https://openalex.org/W2964189064","https://openalex.org/W2979619501","https://openalex.org/W2990980946","https://openalex.org/W3029897895","https://openalex.org/W3030364939","https://openalex.org/W3037913917","https://openalex.org/W3042368254","https://openalex.org/W3109094166","https://openalex.org/W3148576306","https://openalex.org/W3163893137","https://openalex.org/W3163939464","https://openalex.org/W3169044395","https://openalex.org/W3178386862","https://openalex.org/W3179479348","https://openalex.org/W3204946808","https://openalex.org/W3215453688","https://openalex.org/W4205721253","https://openalex.org/W4221129260","https://openalex.org/W4223925960","https://openalex.org/W4224932545","https://openalex.org/W4285722492","https://openalex.org/W4289533844","https://openalex.org/W4289822670","https://openalex.org/W4292993844","https://openalex.org/W4306688887","https://openalex.org/W4312464145","https://openalex.org/W4382317564","https://openalex.org/W4387331442","https://openalex.org/W4388016531","https://openalex.org/W4402264157","https://openalex.org/W6637373629","https://openalex.org/W6639736602","https://openalex.org/W6728757088","https://openalex.org/W6741087337","https://openalex.org/W6741217325","https://openalex.org/W6743581629","https://openalex.org/W6747838042","https://openalex.org/W6752600739","https://openalex.org/W6763048141","https://openalex.org/W6766821575","https://openalex.org/W6787972765","https://openalex.org/W6840013216","https://openalex.org/W6847153587"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2378709054","https://openalex.org/W4380301954","https://openalex.org/W2803090313","https://openalex.org/W1482465488","https://openalex.org/W2052375654","https://openalex.org/W2376767034","https://openalex.org/W2350918606","https://openalex.org/W2379549210"],"abstract_inverted_index":{"Federated":[0],"learning":[1,7],"(FL)":[2],"is":[3,60,137,183],"a":[4,15,34,64,107,151,171],"distributed":[5],"machine":[6],"paradigm":[8],"allowing":[9],"multiple":[10],"clients":[11],"to":[12,29,62,79,146,174],"collaboratively":[13],"train":[14],"global":[16,113,127],"model":[17,28,38,72,95,136,160],"without":[18],"sharing":[19],"their":[20],"local":[21,117],"data.":[22],"However,":[23],"FL":[24,53,84,94,159],"entails":[25],"exposing":[26],"the":[27,43,47,52,68,71,80,83,92,123,126,130,135,148,155,158],"various":[30,196],"participants.":[31,85],"This":[32],"poses":[33],"risk":[35],"of":[36,51,70,112,125,157],"unauthorized":[37],"distribution":[39],"or":[40],"resale":[41],"by":[42],"malicious":[44],"client,":[45],"compromising":[46],"intellectual":[48],"property":[49],"rights":[50],"group.":[54],"To":[55],"deter":[56],"such":[57],"misbehavior,":[58],"it":[59],"essential":[61],"establish":[63],"mechanism":[65,115],"for":[66],"verifying":[67],"ownership":[69,101,124,186],"and":[73,103,116,165,189,193],"as":[74],"well":[75],"tracing":[76],"its":[77],"origin":[78],"leaker":[81],"among":[82],"In":[86],"this":[87],"paper,":[88],"we":[89],"present":[90],"FedTracker,":[91],"first":[93],"protection":[96,109],"framework":[97],"that":[98,153],"provides":[99],"both":[100,162],"verification":[102],"traceability.":[104],"FedTracker":[105,140,168,182],"adopts":[106],"bi-level":[108],"scheme":[110],"consisting":[111],"watermark":[114,149,166,197],"fingerprint":[118],"mechanism.":[119],"The":[120],"former":[121],"authenticates":[122],"model,":[128],"while":[129],"latter":[131],"identifies":[132],"which":[133],"client":[134],"derived":[138],"from.":[139],"leverages":[141],"Continual":[142],"Learning":[143],"(CL)":[144],"principles":[145],"embed":[147],"in":[150,185],"way":[152],"preserves":[154],"utility":[156],"on":[161],"primitive":[163],"task":[164],"task.":[167],"also":[169],"devises":[170],"novel":[172],"metric":[173],"better":[175],"discriminate":[176],"different":[177],"fingerprints.":[178],"Experimental":[179],"results":[180],"show":[181],"effective":[184],"verification,":[187],"traceability,":[188],"maintains":[190],"good":[191],"fidelity":[192],"robustness":[194],"against":[195],"removal":[198],"attacks.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
