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Privacy Preserving

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Showing 951–1000 of 2975 papers

TitleStatusHype
Semantic-Enabled 6G Communication: A Task-oriented and Privacy-preserving Perspective—0
Speech privacy-preserving methods using secret key for convolutional neural network models and their robustness evaluationCode0
Soft-Hard Attention U-Net Model and Benchmark Dataset for Multiscale Image Shadow Removal—0
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection—0
IDNet: A Novel Dataset for Identity Document Analysis and Fraud Detection—0
Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix—0
Long-Term Conversation Analysis: Privacy-Utility Trade-off under Noise and Reverberation—0
Privacy-preserving datasets by capturing feature distributions with Conditional VAEsCode0
Explainable Artificial Intelligence for Quantifying Interfering and High-Risk Behaviors in Autism Spectrum Disorder in a Real-World Classroom Environment Using Privacy-Preserving Video Analysis—0
Federated Knowledge Recycling: Privacy-Preserving Synthetic Data Sharing—0
F-KANs: Federated Kolmogorov-Arnold NetworksCode0
Federated Learning based Latent Factorization of Tensors for Privacy-Preserving QoS Prediction—0
Unleash the Power of Ellipsis: Accuracy-enhanced Sparse Vector Technique with Exponential Noise—0
Context-Enhanced CSI Tracking Using Koopman-Inspired Dual Autoencoders in Dynamic Wireless Environments—0
FedAR: Addressing Client Unavailability in Federated Learning with Local Update Approximation and Rectification—0
Unveiling Privacy Vulnerabilities: Investigating the Role of Structure in Graph Data—0
FedUD: Exploiting Unaligned Data for Cross-Platform Federated Click-Through Rate Prediction—0
FADAS: Towards Federated Adaptive Asynchronous OptimizationCode0
Privacy-Preserving Hierarchical Model-Distributed Inference—0
SCALE: Self-regulated Clustered federAted LEarning in a Homogeneous Environment—0
Privacy Threats and Countermeasures in Federated Learning for Internet of Things: A Systematic Review—0
A Hybrid Federated Kernel Regularized Least Squares Algorithm—0
Synthetic Trajectory Generation Through Convolutional Neural NetworksCode0
Low-Latency Privacy-Preserving Deep Learning Design via Secure MPC—0
SFPrompt: Communication-Efficient Split Federated Fine-Tuning for Large Pre-Trained Models over Resource-Limited Devices—0
Theoretical Analysis of Privacy Leakage in Trustworthy Federated Learning: A Perspective from Linear Algebra and Optimization Theory—0
Representation Magnitude has a Liability to Privacy VulnerabilityCode0
Resource-Efficient Federated Multimodal Learning via Layer-wise and Progressive Training—0
Privacy-Preserving Multi-Center Differential Protein Abundance Analysis with FedProt—0
Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach—0
A Secure and Efficient Distributed Semantic Communication System for Heterogeneous Internet of Things—0
RT-Pose: A 4D Radar Tensor-based 3D Human Pose Estimation and Localization Benchmark—0
Privacy-preserving gradient-based fair federated learning—0
Privacy-Preserving Adaptive Re-Identification without Image TransferCode0
Feature Inference Attack on Shapley Values—0
Enhancing stop location detection for incomplete urban mobility datasets—0
CCVA-FL: Cross-Client Variations Adaptive Federated Learning for Medical Imaging—0
Intelligent Cross-Organizational Process Mining: A Survey and New Perspectives—0
LFFR: Logistic Function For (single-output) RegressionCode0
Harvesting Private Medical Images in Federated Learning Systems with Crafted Models—0
Overcoming Catastrophic Forgetting in Federated Class-Incremental Learning via Federated Global Twin Generator—0
FedVAE: Trajectory privacy preserving based on Federated Variational AutoEncoder—0
Privacy-Preserving Data Deduplication for Enhancing Federated Learning of Language Models (Extended Version)Code0
FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse LabelsCode0
Threats and Defenses in Federated Learning Life Cycle: A Comprehensive Survey and Challenges—0
Synthetic Data: Revisiting the Privacy-Utility Trade-off—0
Mobile Edge Intelligence for Large Language Models: A Contemporary Survey—0
Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment—0
A Benchmark for Multi-speaker Anonymization—0
Federated Knowledge Transfer Fine-tuning Large Server Model with Resource-Constrained IoT Clients—0
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