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| Search Results: Conference Papers |
| Conference Papers (Available on Advance Programs) (Sort by: Date Descending) |
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| Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
| IST, ME, IEICE-IE, IEICE-BioX, IEICE-SIP, IEICE-MI [detail] |
2025-06-05
15:25 |
Ishikawa |
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Application of the Membership Inference Attacks Using Poisoning to Federated Learning
Tomoya Tsukada, Masahiro Mambo (Kanazawa Univ.) |
Even though it is known that membership inference attack becomes more effective against deep learning by using data pois... [more] |
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| ME, AIT, MMS, IEICE-IE, IEICE-ITS, SIP [detail] |
2025-02-18
13:35 |
Hokkaido |
Hokkaido Univ. |
Effectiveness Verification of Introducing Model Merging in Federated Learning
-- Investigation from Multi-domain Image Classification Tasks --
Kenta Kubota, Reb Togo, Keisuke Maeda, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
In this paper, we evaluate the effectiveness of model merging methods for federated learning, which continuously update ... [more] |
MMS2025-10 ME2025-10 AIT2025-10 SIP2025-10
pp.52-56 |
| ME, IST, IEICE-BioX, IEICE-SIP, IEICE-MI, IEICE-IE [detail] |
2024-06-06
13:20 |
Niigata |
Nigata University (Ekinan-Campus "TOKIMATE") |
Enhanced Security with Random Binary Weights for Privacy-Preserving Federated Learning
Hiroto Sawada, Shoko Imaizumi (Chiba Univ.), Hitoshi Kiya (TMU) |
In this paper, we propose a novel method for enhancing security in privacy-preserving federated learning under the use o... [more] |
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