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Privacy Preserving

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Showing 1301–1350 of 2975 papers

TitleStatusHype
A Homomorphic Encryption Framework for Privacy-Preserving Spiking Neural Networks—0
ReLU and Addition-based Gated RNN—0
Feature Matching Data Synthesis for Non-IID Federated Learning—0
FaceSkin: A Privacy Preserving Facial skin patch Dataset for multi Attributes classification—0
Collaborative Learning From Distributed Data With Differentially Private Synthetic Twin DataCode0
Representation Learning for Audio Privacy Preservation using Source Separation and Robust Adversarial Learning—0
Differentially Private Graph Neural Network with Importance-Grained Noise Adaption—0
A Survey on Decentralized Federated Learning—0
Binary Federated Learning with Client-Level Differential Privacy—0
Randomized algorithms for precise measurement of differentially-private, personalized recommendationsCode1
Labeling without Seeing? Blind Annotation for Privacy-Preserving Entity Resolution—0
When Federated Learning meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection—0
Cross-Silo Prototypical Calibration for Federated Learning with Non-IID DataCode1
Federated Representation Learning for Automatic Speech Recognition—0
AQUILA: Communication Efficient Federated Learning with Adaptive Quantization in Device Selection Strategy—0
Shuffled Differentially Private Federated Learning for Time Series Data Analytics—0
Catching Elusive Depression via Facial Micro-Expression Recognition—0
Blockchain-empowered Federated Learning for Healthcare Metaverses: User-centric Incentive Mechanism with Optimal Data Freshness—0
Exploit the Leak: Understanding Risks in Biometric Matchers—0
Node Injection Link Stealing Attack—0
A Differentially Private Weighted Empirical Risk Minimization Procedure and its Application to Outcome Weighted LearningCode0
Towards Vertical Privacy-Preserving Symbolic Regression via Secure Multiparty Computation—0
SecureBoost Hyperparameter Tuning via Multi-Objective Federated Learning—0
A Survey of What to Share in Federated Learning: Perspectives on Model Utility, Privacy Leakage, and Communication Efficiency—0
Blockchain-Based Federated Learning: Incentivizing Data Sharing and Penalizing Dishonest Behavior—0
Federated Learning for Computationally-Constrained Heterogeneous Devices: A Survey—0
PRO-Face S: Privacy-preserving Reversible Obfuscation of Face Images via Secure Flow—0
Privacy-preserving patient clustering for personalized federated learningCode0
A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual LearningCode2
On the Utility Gain of Iterative Bayesian Update for Locally Differentially Private MechanismsCode1
To share or not to share: What risks would laypeople accept to give sensitive data to differentially-private NLP systems?—0
DBFed: Debiasing Federated Learning Framework based on Domain-Independent—0
FedDCT: A Dynamic Cross-Tier Federated Learning Framework in Wireless Networks—0
Fairness-aware Federated Minimax Optimization with Convergence Guarantee—0
Privacy-Preserving Graph Machine Learning from Data to Computation: A Survey—0
Towards Fast and Scalable Private Inference—0
On the Challenges of Deploying Privacy-Preserving Synthetic Data in the Enterprise—0
Incentive Allocation in Vertical Federated Learning Based on Bankruptcy Problem—0
Large Language Models Empowered Autonomous Edge AI for Connected Intelligence—0
A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical ApplicationsCode0
DPM: Clustering Sensitive Data through SeparationCode0
Personalized Federated Learning via Amortized Bayesian Meta-Learning—0
SoK: Privacy-Preserving Data Synthesis—0
Approximate, Adapt, Anonymize (3A): a Framework for Privacy Preserving Training Data Release for Machine Learning—0
ECG-Image-Kit: A Synthetic Image Generation Toolbox to Facilitate Deep Learning-Based Electrocardiogram DigitizationCode1
FedDefender: Backdoor Attack Defense in Federated LearningCode1
A Network-Constrained Demand Response Game for Procuring Energy Balancing Services—0
Differential Privacy May Have a Potential Optimization Effect on Some Swarm Intelligence Algorithms besides Privacy-preserving—0
Vision Through the Veil: Differential Privacy in Federated Learning for Medical Image Classification—0
Federated Ensemble YOLOv5 -- A Better Generalized Object Detection Algorithm—0
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