SOTAVerified

Privacy Preserving

Papers

Showing 551600 of 2975 papers

TitleStatusHype
Exploring FMCW Radars and Feature Maps for Activity Recognition: A Benchmark Study0
Uncertainty-Aware Explainable Federated Learning0
A Survey on Tabular Data Generation: Utility, Alignment, Fidelity, Privacy, and Beyond0
Algorithmic Data Minimization for Machine Learning over Internet-of-Things Data Streams0
Federated Dynamic Modeling and Learning for Spatiotemporal Data Forecasting0
Privacy Preserving and Robust Aggregation for Cross-Silo Federated Learning in Non-IID Settings0
KidneyTalk-open: No-code Deployment of a Private Large Language Model with Medical Documentation-Enhanced Knowledge Database for Kidney DiseaseCode0
Generalization in Federated Learning: A Conditional Mutual Information Framework0
Incentivizing Multi-Tenant Split Federated Learning for Foundation Models at the Network Edge0
Knowledge Augmentation in Federation: Rethinking What Collaborative Learning Can Bring Back to Decentralized Data0
FedPalm: A General Federated Learning Framework for Closed- and Open-Set Palmprint VerificationCode0
Privacy is All You Need: Revolutionizing Wearable Health Data with Advanced PETs0
Token-Level Privacy in Large Language Models0
Privacy-Preserving Fair Synthetic Tabular Data0
Federated Learning for Privacy-Preserving Feedforward Control in Multi-Agent SystemsCode0
SHADE-AD: An LLM-Based Framework for Synthesizing Activity Data of Alzheimer's Patients0
A Lightweight and Secure Deep Learning Model for Privacy-Preserving Federated Learning in Intelligent EnterprisesCode0
Towards hyperparameter-free optimization with differential privacy0
FLStore: Efficient Federated Learning Storage for non-training workloadsCode0
Asynchronous Personalized Federated Learning through Global Memorization0
Differentially Private Recursive Least Squares Estimation for ARX Systems with Multi-Participants0
Model-Free Privacy Preserving Power Flow Analysis in Distribution Networks0
FedMentalCare: Towards Privacy-Preserving Fine-Tuned LLMs to Analyze Mental Health Status Using Federated Learning Framework0
Chemical knowledge-informed framework for privacy-aware retrosynthesis learning0
Differentially Private Iterative Screening Rules for Linear Regression0
On the Privacy-Preserving Properties of Spiking Neural Networks with Unique Surrogate Gradients and Quantization Levels0
H-FLTN: A Privacy-Preserving Hierarchical Framework for Electric Vehicle Spatio-Temporal Charge Prediction0
A Survey of Zero-Knowledge Proof Based Verifiable Machine Learning0
Differential privacy guarantees of Markov chain Monte Carlo algorithms0
GOD model: Privacy Preserved AI School for Personal AssistantCode0
Exploring Incremental Unlearning: Techniques, Challenges, and Future Directions0
Design and Implementation of a Scalable Clinical Data Warehouse for Resource-Constrained Healthcare Systems0
RewardDS: Privacy-Preserving Fine-Tuning for Large Language Models via Reward Driven Data Synthesis0
FedORGP: Guiding Heterogeneous Federated Learning with Orthogonality Regularization on Global Prototypes0
PPC-GPT: Federated Task-Specific Compression of Large Language Models via Pruning and Chain-of-Thought Distillation0
Federated Fine-Tuning of Large Language Models: Kahneman-Tversky vs. Direct Preference Optimization0
ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting0
Secure Federated Data Distillation0
PRIV-QA: Privacy-Preserving Question Answering for Cloud Large Language ModelsCode0
RAPID: Retrieval Augmented Training of Differentially Private Diffusion ModelsCode0
Ten Challenging Problems in Federated Foundation Models0
Federated Learning-Driven Cybersecurity Framework for IoT Networks with Privacy-Preserving and Real-Time Threat Detection Capabilities0
Use of Air Quality Sensor Network Data for Real-time Pollution-Aware POI SuggestionCode0
RLSA-PFL: Robust Lightweight Secure Aggregation with Model Inconsistency Detection in Privacy-Preserving Federated Learning0
Linear-Time User-Level DP-SCO via Robust Statistics0
Vertical Federated Continual Learning via Evolving Prototype Knowledge0
A Survey on LLM-based News Recommender Systems0
Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting0
Privacy-Preserving Hybrid Ensemble Model for Network Anomaly Detection: Balancing Security and Data Protection0
Vertical Federated Learning in Practice: The Good, the Bad, and the Ugly0
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