conftrace_

fully homomorphic encryption

11 papers

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Also known as

FHE

Co-occurring keywords

homomorphic encryption (56) federated learning (1333) encrypted datum (9) privacy-preserving inference (22) encrypted inference (9) encrypted prediction (4) convolutional neural network (4226) privacy-preserving learning (117) neural network training (309) privacy protection (162)

Papers

CryptoFace: End-to-End Encrypted Face Recognition CVPR 2025
A Framework for Double-Blind Federated Adaptation of Foundation Models ICCV 2025
Low-Rank Adaptation in Multilinear Operator Networks for Security-Preserving Incremental Learning CVPR 2025
HEPrune: Fast Private Training of Deep Neural Networks With Encrypted Data Pruning NIPS 2024
Dual Defense: Enhancing Privacy and Mitigating Poisoning Attacks in Federated Learning NIPS 2024
CaPriDe Learning: Confidential and Private Decentralized Learning Based on Encryption-Friendly Distillation Loss CVPR 2023
Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Parallel Convolutions ICML 2022
FALCON: A Fourier Transform Based Approach for Fast and Secure Convolutional Neural Network Predictions CVPR 2020
Glyph: Fast and Accurately Training Deep Neural Networks on Encrypted Data NIPS 2020
TAPAS: Tricks to Accelerate (encrypted) Prediction As a Service ICML 2018
Patient Privacy in Paralinguistic Tasks INTERSPEECH 2018