{"id":"https://openalex.org/W4412921019","doi":"https://doi.org/10.1007/978-981-96-9812-7_15","title":"A High-Dimensional Gradient Inversion Attack Based on Feature Distillation in Federated Learning","display_name":"A High-Dimensional Gradient Inversion Attack Based on Feature Distillation in Federated Learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412921019","doi":"https://doi.org/10.1007/978-981-96-9812-7_15"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-96-9812-7_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-9812-7_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5075041075","display_name":"Hongyun Cai","orcid":"https://orcid.org/0000-0003-1175-429X"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongyun Cai","raw_affiliation_strings":["School of Cyber Security and Computer, Hebei University, Baoding, 071002, Hebei, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security and Computer, Hebei University, Baoding, 071002, Hebei, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103057443","display_name":"Mingliang Ma","orcid":"https://orcid.org/0000-0002-6418-1790"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingliang Ma","raw_affiliation_strings":["School of Cyber Security and Computer, Hebei University, Baoding, 071002, Hebei, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security and Computer, Hebei University, Baoding, 071002, Hebei, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404738","display_name":"Zhiqiang Wang","orcid":"https://orcid.org/0000-0002-8577-1781"},"institutions":[{"id":"https://openalex.org/I4210147114","display_name":"Hebei Academy of Sciences","ror":"https://ror.org/03xqveg17","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210147114"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Wang","raw_affiliation_strings":["Institute of Applied Mathematics, Hebei Academy of Sciences, Shijiazhuang, 050000, Hebei, China"],"affiliations":[{"raw_affiliation_string":"Institute of Applied Mathematics, Hebei Academy of Sciences, Shijiazhuang, 050000, Hebei, China","institution_ids":["https://openalex.org/I4210147114"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343398","display_name":"Jiaxin Li","orcid":"https://orcid.org/0000-0001-6808-1140"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxin Li","raw_affiliation_strings":["School of Cyber Security and Computer, Hebei University, Baoding, 071002, Hebei, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security and Computer, Hebei University, Baoding, 071002, Hebei, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102721458","display_name":"Yuhang Yang","orcid":"https://orcid.org/0009-0008-3333-5153"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhang Yang","raw_affiliation_strings":["School of Cyber Security and Computer, Hebei University, Baoding, 071002, Hebei, China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Security and Computer, Hebei University, Baoding, 071002, Hebei, China","institution_ids":["https://openalex.org/I43337087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075041075"],"corresponding_institution_ids":["https://openalex.org/I43337087"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33608387,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"177","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998000264167786,"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/T11689","display_name":"Adversarial Robustness in Machine Learning","score":0.9998000264167786,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9966999888420105,"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/computer-science","display_name":"Computer science","score":0.8481067419052124},{"id":"https://openalex.org/keywords/inversion","display_name":"Inversion (geology)","score":0.6092206239700317},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.5545220375061035},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4519899785518646},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32282090187072754},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12686479091644287},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.0678948163986206},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.0488910973072052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8481067419052124},{"id":"https://openalex.org/C1893757","wikidata":"https://www.wikidata.org/wiki/Q3653001","display_name":"Inversion (geology)","level":3,"score":0.6092206239700317},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.5545220375061035},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4519899785518646},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32282090187072754},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12686479091644287},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0678948163986206},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0488910973072052},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-96-9812-7_15","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-96-9812-7_15","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1885185971","https://openalex.org/W2112796928","https://openalex.org/W2133665775","https://openalex.org/W2962785568","https://openalex.org/W2970408908","https://openalex.org/W2981207549","https://openalex.org/W3022746105","https://openalex.org/W4281609047","https://openalex.org/W4312933868","https://openalex.org/W4313396675","https://openalex.org/W4318242821","https://openalex.org/W4386826611","https://openalex.org/W4387595628","https://openalex.org/W4389937392","https://openalex.org/W4399995632","https://openalex.org/W4402774459","https://openalex.org/W4404517085","https://openalex.org/W6600228653","https://openalex.org/W6603827241","https://openalex.org/W6803316053"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}