pFedCKKS derives CKKS parameter constraints for PFL under 128-bit security reducing choices to inner and outer ciphertext primes and evaluates precision-cost trade-offs on FEMNIST, CelebA and Sentiment140.
FHEBench: Benchmarking Fully Homomorphic Encryption Schemes
2 Pith papers cite this work. Polarity classification is still indexing.
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Proposes a reliable non-leveled FHE scheme with new encoding and an algebraic reliability layer to reduce overhead and add built-in error correction for web services.
citing papers explorer
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Exploring CKKS Parameter Trade-offs for Privacy-Preserving Personalized Federated Learning
pFedCKKS derives CKKS parameter constraints for PFL under 128-bit security reducing choices to inner and outer ciphertext primes and evaluates precision-cost trade-offs on FEMNIST, CelebA and Sentiment140.
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Reliable Non-Leveled Homomorphic Encryption for Web Services
Proposes a reliable non-leveled FHE scheme with new encoding and an algebraic reliability layer to reduce overhead and add built-in error correction for web services.