SOTAVerified

Privacy Preserving

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 501–550 of 2975 papers

TitleStatusHype
Federated Structured Sparse PCA for Anomaly Detection in IoT Networks—0
DC-SGD: Differentially Private SGD with Dynamic Clipping through Gradient Norm Distribution Estimation—0
Federated Semantic Learning for Privacy-preserving Cross-domain RecommendationCode0
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
Robust Federated Learning Against Poisoning Attacks: A GAN-Based Defense FrameworkCode0
Generating Synthetic Data with Formal Privacy Guarantees: State of the Art and the Road Ahead—0
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
Active Inference for Energy Control and Planning in Smart Buildings and Communities—0
Personalized Language Models via Privacy-Preserving Evolutionary Model Merging—0
FedSKD: Aggregation-free Model-heterogeneous Federated Learning using Multi-dimensional Similarity Knowledge Distillation—0
DGAR: A Unified Domain Generalization Framework for RF-Enabled Human Activity Recognition—0
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
Is there anything left? Measuring semantic residuals of objects removed from 3D Gaussian SplattingCode0
Temporal-Guided Spiking Neural Networks for Event-Based Human Action Recognition—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
MobiFuse: Learning Universal Human Mobility Patterns through Cross-domain Data Fusion—0
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility in Autonomous Vehicles—0
Defending Against Gradient Inversion Attacks for Biomedical Images via Learnable Data Perturbation—0
Prada: Black-Box LLM Adaptation with Private Data on Resource-Constrained Devices—0
MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments—0
Zero-Knowledge Federated Learning: A New Trustworthy and Privacy-Preserving Distributed Learning Paradigm—0
ExChanGeAI: An End-to-End Platform and Efficient Foundation Model for Electrocardiogram Analysis and Fine-tuning—0
Federated Mixture-of-Expert for Non-Overlapped Cross-Domain Sequential Recommendation—0
GC-Fed: Gradient Centralized Federated Learning with Partial Client Participation—0
Synthesizing Privacy-Preserving Text Data via Finetuning without Finetuning Billion-Scale LLMs—0
PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models—0
Towards Privacy-Preserving Data-Driven Education: The Potential of Federated Learning—0
Research on Large Language Model Cross-Cloud Privacy Protection and Collaborative Training based on Federated Learning—0
PA-CFL: Privacy-Adaptive Clustered Federated Learning for Transformer-Based Sales Forecasting on Heterogeneous Retail Data—0
Efficient and Privacy-Preserved Link Prediction via Condensed GraphsCode0
TFHE-Coder: Evaluating LLM-agentic Fully Homomorphic Encryption Code Generation—0
Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective—0
PrivacyScalpel: Enhancing LLM Privacy via Interpretable Feature Intervention with Sparse Autoencoders—0
Optimal Privacy-Preserving Distributed Median Consensus—0
One-Shot Federated Unsupervised Domain Adaptation with Scaled Entropy Attention and Multi-Source Smoothed Pseudo Labeling—0
PluralLLM: Pluralistic Alignment in LLMs via Federated Learning—0
Faithful and Privacy-Preserving Implementation of Average Consensus—0
PRISM: Privacy-Preserving Improved Stochastic Masking for Federated Generative ModelsCode0
Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos—0
Split-n-Chain: Privacy-Preserving Multi-Node Split Learning with Blockchain-Based Auditability—0
Mitigating Memorization in LLMs using Activation Steering—0
SecureGS: Boosting the Security and Fidelity of 3D Gaussian Splatting Steganography—0
FedEM: A Privacy-Preserving Framework for Concurrent Utility Preservation in Federated Learning—0
Show:102550
← PrevPage 11 of 60Next →

No leaderboard results yet.