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Privacy Preserving

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Showing 226–250 of 2975 papers

TitleStatusHype
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems—0
Federated Structured Sparse PCA for Anomaly Detection in IoT Networks—0
Federated Semantic Learning for Privacy-preserving Cross-domain RecommendationCode0
DC-SGD: Differentially Private SGD with Dynamic Clipping through Gradient Norm Distribution Estimation—0
EchoFlow: A Foundation Model for Cardiac Ultrasound Image and Video Generation—0
Adaptive Clipping for Privacy-Preserving Few-Shot Learning: Enhancing Generalization with Limited Data—0
Resource-Efficient Federated Fine-Tuning Large Language Models for Heterogeneous Data—0
Multi-Objective Optimization for Privacy-Utility Balance in Differentially Private Federated Learning—0
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead—0
Robust Federated Learning Against Poisoning Attacks: A GAN-Based Defense FrameworkCode0
Domain-incremental White Blood Cell Classification with Privacy-aware Continual Learning—0
Noise Resilient Over-The-Air Federated Learning In Heterogeneous Wireless Networks—0
Bigger But Not Better: Small Neural Language Models Outperform Large Language Models in Detection of Thought DisorderCode0
FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation—0
Personalized Language Models via Privacy-Preserving Evolutionary Model Merging—0
Active Inference for Energy Control and Planning in Smart Buildings and Communities—0
DGAR: A Unified Domain Generalization Framework for RF-Enabled Human Activity Recognition—0
Is there anything left? Measuring semantic residuals of objects removed from 3D Gaussian SplattingCode0
Federated Cross-Domain Click-Through Rate Prediction With Large Language Model Augmentation—0
Autonomous Radiotherapy Treatment Planning Using DOLA: A Privacy-Preserving, LLM-Based Optimization Agent—0
Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition—0
MobiFuse: Learning Universal Human Mobility Patterns through Cross-domain Data Fusion—0
Computation-Efficient and Recognition-Friendly 3D Point Cloud Privacy Protection—0
Privacy-Preserving Utilization of Distribution System Flexibility for Enhanced TSO-DSO Interoperability: A Novel Machine Learning-Based Optimal Power Flow Approach—0
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility in Autonomous Vehicles—0
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