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Privacy Preserving

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Showing 201–250 of 2975 papers

TitleStatusHype
Trade-offs in Privacy-Preserving Eye Tracking through Iris Obfuscation: A Benchmarking StudyCode0
Towards Unbiased Federated Graph Learning: Label and Topology Perspectives—0
Federated Learning with Layer Skipping: Efficient Training of Large Language Models for Healthcare NLP—0
Efficient Implementation of Reinforcement Learning over Homomorphic Encryption—0
Privacy Preservation in Gen AI Applications—0
Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations—0
Explainability and Continual Learning meet Federated Learning at the Network Edge—0
ID-Booth: Identity-consistent Face Generation with Diffusion ModelsCode1
Exploring a Patch-Wise Approach for Privacy-Preserving Fake ID Detection—0
Privacy-Preserving Vertical K-Means Clustering—0
Language Modeling for the Future of Finance: A Quantitative Survey into Metrics, Tasks, and Data Opportunities—0
Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-GradientsCode0
FedEFC: Federated Learning Using Enhanced Forward Correction Against Noisy Labels—0
A Novel Algorithm for Personalized Federated Learning: Knowledge Distillation with Weighted Combination Loss—0
WeiDetect: Weibull Distribution-Based Defense against Poisoning Attacks in Federated Learning for Network Intrusion Detection Systems—0
Investigating Affective Use and Emotional Well-being on ChatGPTCode2
An Intelligent and Privacy-Preserving Digital Twin Model for Aging-in-Place—0
Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity RecognitionCode1
Integrating Identity-Based Identification against Adaptive Adversaries in Federated Learning—0
Secure Generalization through Stochastic Bidirectional Parameter Updates Using Dual-Gradient Mechanism—0
CO-DEFEND: Continuous Decentralized Federated Learning for Secure DoH-Based Threat DetectionCode0
P2NIA: Privacy-Preserving Non-Iterative Auditing—0
Privacy-Preserving Transfer Learning for Community Detection using Locally Distributed Multiple Networks—0
Exploring Personalized Federated Learning Architectures for Violence Detection in Surveillance Videos—0
Benchmarking Federated Machine Unlearning methods for Tabular Data—0
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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