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Shi-Xun Li

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#federated learning Open access Dec 2026

ABE-FL: Efficient and secure federated learning based on CP-ABE with high-security elliptic curves

Existing secure federated learning (FL) schemes suffer from three major limitations: (1) the initial global model is unprotected during distribution; (2) multi-party computation incurs high communication overhead; and (3) the use of homomorphic encryption (HE) for parameter protection results in computational inefficie...

Shi-Xun Li, Mao-Li Tang, Shuai-Nan Liu et al. · 0 citations

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