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Privacy Preserving

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Showing 451–500 of 2975 papers

TitleStatusHype
Democratizing Differential Privacy: A Participatory AI Framework for Public Decision-Making—0
A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical ImagingCode0
TeleSparse: Practical Privacy-Preserving Verification of Deep Neural NetworksCode0
Federated Learning-based Semantic Segmentation for Lane and Object Detection in Autonomous Driving—0
Switch-Based Multi-Part Neural Network—0
DiffUMI: Training-Free Universal Model Inversion via Unconditional Diffusion for Face Recognition—0
Privacy-Preserving Personalized Federated Learning for Distributed Photovoltaic Disaggregation under Statistical Heterogeneity—0
Differential Privacy-Driven Framework for Enhancing Heart Disease Prediction—0
Optimizing the Privacy-Utility Balance using Synthetic Data and Configurable Perturbation Pipelines—0
Case Study: Fine-tuning Small Language Models for Accurate and Private CWE Detection in Python Code—0
Federated EndoViT: Pretraining Vision Transformers via Federated Learning on Endoscopic Image Collections—0
Simplified Swarm Learning Framework for Robust and Scalable Diagnostic Services in Cancer Histopathology—0
On the Price of Differential Privacy for Hierarchical ClusteringCode0
A Statistical Approach for Synthetic EEG Data GenerationCode0
Federated Latent Factor Model for Bias-Aware Recommendation with Privacy-Preserving—0
Values in the Wild: Discovering and Analyzing Values in Real-World Language Model Interactions—0
A Case Study Exploring the Current Landscape of Synthetic Medical Record Generation with Commercial LLMs—0
Balancing Privacy and Action Performance: A Penalty-Driven Approach to Image Anonymization—0
A synthetic dataset of French electric load curves with temperature conditioning—0
ForgetMe: Evaluating Selective Forgetting in Generative Models—0
VLLFL: A Vision-Language Model Based Lightweight Federated Learning Framework for Smart Agriculture—0
Privacy-Preserving Operating Room Workflow Analysis using Digital Twins—0
Thousand Voices of Trauma: A Large-Scale Synthetic Dataset for Modeling Prolonged Exposure Therapy Conversations—0
EdgePrompt: A Distributed Key-Value Inference Framework for LLMs in 6G Networks—0
Benchmarking Mutual Information-based Loss Functions in Federated Learning—0
Federated Spectral Graph Transformers Meet Neural Ordinary Differential Equations for Non-IID GraphsCode0
Differentially Private 2D Human Pose Estimation—0
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
Explainability and Continual Learning meet Federated Learning at the Network Edge—0
Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations—0
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
FedEFC: Federated Learning Using Enhanced Forward Correction Against Noisy Labels—0
Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-GradientsCode0
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
An Intelligent and Privacy-Preserving Digital Twin Model for Aging-in-Place—0
Secure Generalization through Stochastic Bidirectional Parameter Updates Using Dual-Gradient Mechanism—0
Integrating Identity-Based Identification against Adaptive Adversaries in Federated Learning—0
CO-DEFEND: Continuous Decentralized Federated Learning for Secure DoH-Based Threat DetectionCode0
AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems—0
Exploring Personalized Federated Learning Architectures for Violence Detection in Surveillance Videos—0
Benchmarking Federated Machine Unlearning methods for Tabular Data—0
Privacy-Preserving Transfer Learning for Community Detection using Locally Distributed Multiple Networks—0
P2NIA: Privacy-Preserving Non-Iterative Auditing—0
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