{"id":"https://openalex.org/W4402401509","doi":"https://doi.org/10.1109/tdsc.2024.3456811","title":"DuplexGuard: Safeguarding Deletion Right in Machine Unlearning via Duplex Watermarking","display_name":"DuplexGuard: Safeguarding Deletion Right in Machine Unlearning via Duplex Watermarking","publication_year":2024,"publication_date":"2024-09-10","ids":{"openalex":"https://openalex.org/W4402401509","doi":"https://doi.org/10.1109/tdsc.2024.3456811"},"language":"en","primary_location":{"id":"doi:10.1109/tdsc.2024.3456811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3456811","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/A5100419413","display_name":"Xiaoyu Zhang","orcid":"https://orcid.org/0000-0002-5702-5749"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Zhang","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x2019;an, China","State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x0027;an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-5702-5749","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x0027;an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chenyang Zhang","orcid":"https://orcid.org/0009-0002-5847-3575"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenyang Zhang","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x2019;an, China","State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x0027;an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0009-0002-5847-3575","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x0027;an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041918034","display_name":"Jian Lou","orcid":"https://orcid.org/0000-0002-4110-2068"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]},{"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":"Jian Lou","raw_affiliation_strings":["School of Software Engineering, Sun Yat-sen University, Guangzhou, China","State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x0027;an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-4110-2068","affiliations":[{"raw_affiliation_string":"School of Software Engineering, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x0027;an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037706636","display_name":"Kai Wu","orcid":"https://orcid.org/0000-0002-1852-6364"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Wu","raw_affiliation_strings":["School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","School of Artificial Intelligence, Xidian University, Xi&#x0027;an, China"],"raw_orcid":"https://orcid.org/0000-0002-1852-6364","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Artificial Intelligence, Xidian University, Xi&#x0027;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100384099","display_name":"Zilong Wang","orcid":"https://orcid.org/0000-0002-1525-3356"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zilong Wang","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x2019;an, China","State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x0027;an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-1525-3356","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x0027;an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047378133","display_name":"Xiaofeng Chen","orcid":"https://orcid.org/0000-0001-5858-5070"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Chen","raw_affiliation_strings":["State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x2019;an, China","State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x0027;an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0001-5858-5070","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory of Integrated Service Networks (ISN), Xidian University, Xi&#x0027;an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8175,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73141481,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"22","issue":"2","first_page":"1717","last_page":"1731"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9983000159263611,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9983000159263611,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9805999994277954,"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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9775000214576721,"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/safeguarding","display_name":"Safeguarding","score":0.8106240034103394},{"id":"https://openalex.org/keywords/digital-watermarking","display_name":"Digital watermarking","score":0.7893111109733582},{"id":"https://openalex.org/keywords/duplex","display_name":"Duplex (building)","score":0.7339351773262024},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6615159511566162},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4883825182914734},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.33092525601387024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2682926058769226},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08101433515548706}],"concepts":[{"id":"https://openalex.org/C2776743756","wikidata":"https://www.wikidata.org/wiki/Q5097921","display_name":"Safeguarding","level":2,"score":0.8106240034103394},{"id":"https://openalex.org/C150817343","wikidata":"https://www.wikidata.org/wiki/Q875932","display_name":"Digital watermarking","level":3,"score":0.7893111109733582},{"id":"https://openalex.org/C99611785","wikidata":"https://www.wikidata.org/wiki/Q6453233","display_name":"Duplex (building)","level":3,"score":0.7339351773262024},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6615159511566162},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4883825182914734},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.33092525601387024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2682926058769226},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08101433515548706},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tdsc.2024.3456811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tdsc.2024.3456811","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1488996941","https://openalex.org/W2001610032","https://openalex.org/W2027731328","https://openalex.org/W2108598243","https://openalex.org/W2117539524","https://openalex.org/W2143612262","https://openalex.org/W2194775991","https://openalex.org/W2806082141","https://openalex.org/W2891575196","https://openalex.org/W2934843808","https://openalex.org/W2972714212","https://openalex.org/W2996800219","https://openalex.org/W3023153742","https://openalex.org/W3035644192","https://openalex.org/W3083185154","https://openalex.org/W3095155273","https://openalex.org/W3154155772","https://openalex.org/W3174532363","https://openalex.org/W3175430527","https://openalex.org/W4221086183","https://openalex.org/W4221158899","https://openalex.org/W4224325687","https://openalex.org/W4288083516","https://openalex.org/W4290944246","https://openalex.org/W4304080842","https://openalex.org/W4362714395","https://openalex.org/W4384648944","https://openalex.org/W4386065838","https://openalex.org/W4387986864","https://openalex.org/W4390421903","https://openalex.org/W6637373629","https://openalex.org/W6675365184","https://openalex.org/W6691459498","https://openalex.org/W6747838042","https://openalex.org/W6755207826","https://openalex.org/W6765443569","https://openalex.org/W6769833289","https://openalex.org/W6770897281","https://openalex.org/W6773506501","https://openalex.org/W6774150056","https://openalex.org/W6782718173","https://openalex.org/W6787972765","https://openalex.org/W6789325072","https://openalex.org/W6790544463","https://openalex.org/W6791705549","https://openalex.org/W6797144289","https://openalex.org/W6803329306","https://openalex.org/W6810932996","https://openalex.org/W6839455060","https://openalex.org/W6842301077","https://openalex.org/W6845886309","https://openalex.org/W6847420068","https://openalex.org/W6860759139"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W1531601525","https://openalex.org/W2374550342"],"abstract_inverted_index":{"Deep":[0],"learning":[1],"models":[2],"have":[3,36,70],"become":[4,39],"ubiquitous":[5],"in":[6,207],"myriad":[7],"application":[8],"areas":[9],"due":[10],"to":[11,59,65,86,159,181],"their":[12,73],"remarkable":[13],"performance.":[14],"This":[15,56,139],"success":[16],"would":[17],"not":[18,37],"be":[19,87],"possible":[20],"without":[21],"the":[22,84,132,136,189],"high-quality":[23],"datasets":[24,74,197],"for":[25,42,62,106,118,176,188],"model":[26,68],"training":[27],"that":[28,50,67,199],"are":[29],"contributed":[30],"by":[31,83,98],"numerous":[32],"data":[33,43,63,78,154,178],"owners.":[34],"Datasets":[35],"only":[38],"valuable":[40],"assets":[41],"owners,":[44],"but":[45],"also":[46,169],"contain":[47],"sensitive":[48],"information":[49],"raises":[51],"concerns":[52],"about":[53],"privacy":[54],"leakage.":[55],"gives":[57],"rise":[58],"urgent":[60],"needs":[61],"owners":[64],"verify":[66],"developers":[69],"stopped":[71],"using":[72],"immediately":[75],"upon":[76],"receiving":[77],"deletion":[79,107,179,190],"requests,":[80],"as":[81],"mandated":[82],"right":[85,108],"forgotten":[88],"regulation.":[89],"In":[90],"this":[91],"paper,":[92],"we":[93],"provide":[94,182],"an":[95],"affirmative":[96],"answer":[97],"proposing":[99],"<italic":[100,122,166,200],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[101,123,167,201],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">DuplexGuard</i>:":[102],"a":[103,111,146,171],"novel":[104],"framework":[105],"verification":[109,187],"via":[110],"duplex":[112,126,140],"watermarking":[113],"approach.":[114],"During":[115],"watermark":[116,149],"injection,":[117],"each":[119],"owner's":[120],"dataset,":[121],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">DuplexGuard</i>":[124,168,202],"generates":[125],"subsets":[127],"of":[128,144,148],"watermarked":[129],"samples,":[130],"i.e.,":[131],"ambush":[133],"subset":[134],"and":[135,152,185,205],"surfacing":[137],"subset.":[138],"design":[141],"is":[142,203],"capable":[143],"offering":[145],"combination":[147],"behaviors":[150],"before":[151],"after":[153],"deletion,":[155],"therefore":[156],"allowing":[157],"it":[158],"signify":[160],"all":[161],"potential":[162],"dataset":[163],"usage":[164],"statuses.":[165],"proposes":[170],"new":[172],"two-way":[173],"handshake":[174],"protocol":[175],"issuing":[177],"requests":[180],"more":[183],"robust":[184],"decisive":[186],"right.":[191],"Extensive":[192],"experiments":[193],"on":[194],"multiple":[195],"benchmark":[196],"demonstrate":[198],"effective":[204],"reliable":[206],"verification.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2024-09-11T00:00:00"}
