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LPIA: Label Preference Inference Attack Against Federated Graph Learning

Jiaxue Bai, Lu Shi, Yang Liu Orcid Logo, Weizhe Zhang

Lecture Notes in Computer Science, Volume: 15660, Pages: 245 - 264

Swansea University Author: Yang Liu Orcid Logo

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DOI (Published version): 10.1007/978-981-96-9101-2_13

Published in: Lecture Notes in Computer Science
ISBN: 9789819691005 9789819691012
ISSN: 0302-9743 1611-3349
Published: Singapore Springer Nature Singapore 2025
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URI: https://cronfa.swan.ac.uk/Record/cronfa70606
first_indexed 2025-10-07T22:01:59Z
last_indexed 2025-11-18T10:06:18Z
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spelling 2025-11-17T13:31:22.7959617 v2 70606 2025-10-07 LPIA: Label Preference Inference Attack Against Federated Graph Learning ba37dab58c9093dc63c79001565b75d4 0000-0003-2486-5765 Yang Liu Yang Liu true false 2025-10-07 MACS Conference Paper/Proceeding/Abstract Lecture Notes in Computer Science 15660 245 264 Springer Nature Singapore Singapore 9789819691005 9789819691012 0302-9743 1611-3349 Federated graph learning; Graph neural network; Privacy inference attack 7 7 2025 2025-07-07 10.1007/978-981-96-9101-2_13 COLLEGE NANME Mathematics and Computer Science School COLLEGE CODE MACS Swansea University This work was supported in part by the Joint Funds of the National Natural Science Foundation of China (Grant No. U22A2036), in part by the National Natural Science Foundation of China (NSFC)/Research Grants Council (RGC) Collaborative Research Scheme (Grant No. 62461160332 & CRS_HKUST602/24), in part by the Shenzhen Colleges and Universities Stable Support Program No. GXWD20220817124251002, in part by the Shenzhen Stable Supporting Program (General Project) (No. GXWD20231130110352002), in part by the Shenzhen Colleges and Universities Stable Support Program under Grant GXWD20231129102636001, in part by the National Natural Science Foundation of China (Grant No. 62402141), and in part by the Guangdong Basic and Applied Basic Research Foundation (2023A1515110271, 2025A1515011785). 2025-11-17T13:31:22.7959617 2025-10-07T21:52:14.9281860 Faculty of Science and Engineering School of Mathematics and Computer Science - Computer Science Jiaxue Bai 1 Lu Shi 2 Yang Liu 0000-0003-2486-5765 3 Weizhe Zhang 4
title LPIA: Label Preference Inference Attack Against Federated Graph Learning
spellingShingle LPIA: Label Preference Inference Attack Against Federated Graph Learning
Yang Liu
title_short LPIA: Label Preference Inference Attack Against Federated Graph Learning
title_full LPIA: Label Preference Inference Attack Against Federated Graph Learning
title_fullStr LPIA: Label Preference Inference Attack Against Federated Graph Learning
title_full_unstemmed LPIA: Label Preference Inference Attack Against Federated Graph Learning
title_sort LPIA: Label Preference Inference Attack Against Federated Graph Learning
author_id_str_mv ba37dab58c9093dc63c79001565b75d4
author_id_fullname_str_mv ba37dab58c9093dc63c79001565b75d4_***_Yang Liu
author Yang Liu
author2 Jiaxue Bai
Lu Shi
Yang Liu
Weizhe Zhang
format Conference Paper/Proceeding/Abstract
container_title Lecture Notes in Computer Science
container_volume 15660
container_start_page 245
publishDate 2025
institution Swansea University
isbn 9789819691005
9789819691012
issn 0302-9743
1611-3349
doi_str_mv 10.1007/978-981-96-9101-2_13
publisher Springer Nature Singapore
college_str Faculty of Science and Engineering
hierarchytype
hierarchy_top_id facultyofscienceandengineering
hierarchy_top_title Faculty of Science and Engineering
hierarchy_parent_id facultyofscienceandengineering
hierarchy_parent_title Faculty of Science and Engineering
department_str School of Mathematics and Computer Science - Computer Science{{{_:::_}}}Faculty of Science and Engineering{{{_:::_}}}School of Mathematics and Computer Science - Computer Science
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published_date 2025-07-07T05:31:14Z
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