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Privacy Preserving

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TitleStatusHype
Distributed Optimal Allocation with Quantized Communication and Privacy-Preserving Guarantees—0
Secure Multi-Party Computation based Privacy Preserving Data Analysis in Healthcare IoT Systems—0
Fairness-Driven Private Collaborative Machine Learning—0
Towards Communication-Efficient and Privacy-Preserving Federated Representation Learning—0
Privacy-Preserving Stealthy Attack Detection in Multi-Agent Control Systems—0
Federated Deep Learning with Bayesian Privacy—0
AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization—0
MixNN: Protection of Federated Learning Against Inference Attacks by Mixing Neural Network Layers—0
SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning—0
Morse-STF: Improved Protocols for Privacy-Preserving Machine Learning—0
Physical Layer Anonymous Precoding: The Path to Privacy-Preserving Communications—0
Releasing Graph Neural Networks with Differential Privacy GuaranteesCode0
Achieving Model Fairness in Vertical Federated LearningCode0
A Fairness Analysis on Private Aggregation of Teacher Ensembles—0
SaCoFa: Semantics-aware Control-flow Anonymization for Process MiningCode0
Reinforcement Learning on Encrypted Data—0
AMI-FML: A Privacy-Preserving Federated Machine Learning Framework for AMI—0
Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News RecommendationCode1
Federated Ensemble Model-based Reinforcement Learning in Edge Computing—0
Uni-FedRec: A Unified Privacy-Preserving News Recommendation Framework for Model Training and Online Serving—0
Towards Efficient Synchronous Federated Training: A Survey on System Optimization StrategiesCode0
A Privacy-Preserving Image Retrieval Scheme Using A Codebook Generated From Independent Plain-Image Dataset—0
FLASHE: Additively Symmetric Homomorphic Encryption for Cross-Silo Federated LearningCode1
Robust Privacy-Preserving Motion Detection and Object Tracking in Encrypted Streaming Video—0
Selective Differential Privacy for Language ModelingCode1
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