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Privacy Preserving

Papers

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Showing 2051–2100 of 2975 papers

TitleStatusHype
On Privacy Protection of Latent Dirichlet Allocation Model Training—0
On the Challenges of Deploying Privacy-Preserving Synthetic Data in the Enterprise—0
On the Conflict of Robustness and Learning in Collaborative Machine Learning—0
On the Convergence of Zeroth-Order Federated Tuning for Large Language Models—0
On the design of stabilizing FIR controllers—0
On the effects of similarity metrics in decentralized deep learning under distributional shift—0
On the Federated Learning Framework for Cooperative Perception—0
On the Impact of Output Perturbation on Fairness in Binary Linear Classification—0
On the Impact of Side Information on Smart Meter Privacy-Preserving Methods—0
The Inadequacy of Similarity-based Privacy Metrics: Privacy Attacks against "Truly Anonymous" Synthetic Datasets—0
On the Inherent Privacy Properties of Discrete Denoising Diffusion Models—0
On the Price of Differential Privacy for Spectral Clustering over Stochastic Block Models—0
On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels—0
On the Privacy-Utility Tradeoff in Peer-Review Data Analysis—0
On the security of randomly transformed quadratic programs for privacy-preserving cloud-based control—0
On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis—0
On the Usefulness of Synthetic Tabular Data Generation—0
On the utility and protection of optimization with differential privacy and classic regularization techniques—0
Ontology- and LLM-based Data Harmonization for Federated Learning in Healthcare—0
Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives—0
Open-Source LLM-Driven Federated Transformer for Predictive IoV Management—0
opp/ai: Optimistic Privacy-Preserving AI on Blockchain—0
Optimal Allocation of Privacy Budget on Hierarchical Data Release—0
Optimal and Private Learning from Human Response Data—0
Optimal Federated Learning for Functional Mean Estimation under Heterogeneous Privacy Constraints—0
Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints—0
Optimal Privacy-Preserving Distributed Median Consensus—0
Optimal Privacy Preserving for Federated Learning in Mobile Edge Computing—0
Optimal Strategies for Federated Learning Maintaining Client Privacy—0
Optimization Design for Federated Learning in Heterogeneous 6G Networks—0
Optimized Layerwise Approximation for Efficient Private Inference on Fully Homomorphic Encryption—0
Optimizing Privacy-Preserving Outsourced Convolutional Neural Network Predictions—0
Optimizing the Privacy-Utility Balance using Synthetic Data and Configurable Perturbation Pipelines—0
Optimizing TinyML: The Impact of Reduced Data Acquisition Rates for Time Series Classification on Microcontrollers—0
Optimizing Value of Learning in Task-Oriented Federated Meta-Learning Systems—0
Orchestrating Collaborative Cybersecurity: A Secure Framework for Distributed Privacy-Preserving Threat Intelligence Sharing—0
Oriole: Thwarting Privacy against Trustworthy Deep Learning Models—0
Outsourced Bayesian Optimization—0
Outsourced Privacy-Preserving Feature Selection Based on Fully Homomorphic Encryption—0
Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator—0
Over-the-Air Federated Learning In Broadband Communication—0
P2NIA: Privacy-Preserving Non-Iterative Auditing—0
P3LS: Partial Least Squares under Privacy Preservation—0
P3SGD: Patient Privacy Preserving SGD for Regularizing Deep CNNs in Pathological Image Classification—0
P4GCN: Vertical Federated Social Recommendation with Privacy-Preserving Two-Party Graph Convolution Network—0
P4L: Privacy Preserving Peer-to-Peer Learning for Infrastructureless Setups—0
PAC Privacy Preserving Diffusion Models—0
PAL: Intelligence Augmentation using Egocentric Visual Context Detection—0
PALMAR: Towards Adaptive Multi-inhabitant Activity Recognition in Point-Cloud Technology—0
Paralinguistic Privacy Protection at the Edge—0
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