| Deploying Privacy Guardrails for LLMs: A Comparative Analysis of Real-World Applications | Jan 21, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning | Jul 3, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Harvesting Private Medical Images in Federated Learning Systems with Crafted Models | Jul 13, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation | Mar 12, 2022 | Federated LearningHyperparameter Optimization | —Unverified | 0 | 0 |
| Hawk: Accurate and Fast Privacy-Preserving Machine Learning Using Secure Lookup Table Computation | Mar 26, 2024 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 | 0 |
| HCFContext: Smartphone Context Inference via Sequential History-based Collaborative Filtering | Apr 21, 2019 | Collaborative FilteringPrivacy Preserving | —Unverified | 0 | 0 |
| hear-your-action: human action recognition by ultrasound active sensing | Sep 15, 2023 | Action RecognitionPrivacy Preserving | —Unverified | 0 | 0 |
| An Efficient DP-SGD Mechanism for Large Scale NLP Models | Jul 14, 2021 | GPUNatural Language Understanding | —Unverified | 0 | 0 |
| Advancements in Federated Learning: Models, Methods, and Privacy | Feb 22, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration | Dec 6, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| Here Is Not There: Measuring Entailment-Based Trajectory Similarity for Location-Privacy Protection and Beyond | Dec 2, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| ABCDP: Approximate Bayesian Computation with Differential Privacy | Oct 11, 2019 | Privacy Preserving | —Unverified | 0 | 0 |
| Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix | Aug 2, 2024 | Privacy Preserving | —Unverified | 0 | 0 |
| Finite Time Privacy Preserving Quantized Average Consensus with Transmission Stopping | Jul 17, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training | Jan 31, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Heterogeneous Federated Learning with Convolutional and Spiking Neural Networks | Jun 14, 2024 | DiversityEdge-computing | —Unverified | 0 | 0 |
| Finite-Time Analysis of Fully Decentralized Single-Timescale Actor-Critic | Jun 12, 2022 | Multi-agent Reinforcement LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models | Jan 12, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Fine-Tuning with Differential Privacy Necessitates an Additional Hyperparameter Search | Oct 5, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting | Feb 13, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| H-FLTN: A Privacy-Preserving Hierarchical Framework for Electric Vehicle Spatio-Temporal Charge Prediction | Feb 25, 2025 | Demand ForecastingFederated Learning | —Unverified | 0 | 0 |
| Fine-Tuning a Local LLaMA-3 Large Language Model for Automated Privacy-Preserving Physician Letter Generation in Radiation Oncology | Aug 20, 2024 | GPULanguage Modeling | —Unverified | 0 | 0 |
| A methodology for training homomorphicencryption friendly neural networks | Nov 5, 2021 | Knowledge DistillationPrivacy Preserving | —Unverified | 0 | 0 |
| FheFL: Fully Homomorphic Encryption Friendly Privacy-Preserving Federated Learning with Byzantine Users | Jun 8, 2023 | Data PoisoningFederated Learning | —Unverified | 0 | 0 |
| FFConv: Fast Factorized Convolutional Neural Network Inference on Encrypted Data | Feb 6, 2021 | Privacy Preserving | —Unverified | 0 | 0 |