| DER Forecast using Privacy Preserving Federated Learning | Jul 7, 2021 | Federated LearningPrediction | —Unverified | 0 | 0 |
| High-Precision Bootstrapping for Approximate Homomorphic Encryption by Error Variance Minimization | May 25, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| High-Resolution WiFi Imaging with Reconfigurable Intelligent Surfaces | Dec 1, 2021 | Privacy PreservingQuantization | —Unverified | 0 | 0 |
| Histopathological Image Classification and Vulnerability Analysis using Federated Learning | Oct 11, 2023 | ClassificationData Poisoning | —Unverified | 0 | 0 |
| HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric | Jul 10, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| HOG feature extraction from encrypted images for privacy-preserving machine learning | Apr 29, 2019 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 | 0 |
| First-Person Fairness in Chatbots | Oct 16, 2024 | Chatbotcounterfactual | —Unverified | 0 | 0 |
| Deploying Privacy Guardrails for LLMs: A Comparative Analysis of Real-World Applications | Jan 21, 2025 | Privacy Preserving | —Unverified | 0 | 0 |
| Auto-FedRL: Federated Hyperparameter Optimization for Multi-institutional Medical Image Segmentation | Mar 12, 2022 | Federated LearningHyperparameter Optimization | —Unverified | 0 | 0 |
| Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case | Apr 16, 2022 | Adversarial AttackFederated Learning | —Unverified | 0 | 0 |
| An Efficient DP-SGD Mechanism for Large Scale NLP Models | Jul 14, 2021 | GPUNatural Language Understanding | —Unverified | 0 | 0 |
| Hot PATE: Private Aggregation of Distributions for Diverse Task | Dec 4, 2023 | DiversityIn-Context Learning | —Unverified | 0 | 0 |
| Advancements in Federated Learning: Models, Methods, and Privacy | Feb 22, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| How low can you go? Privacy-preserving people detection with an omni-directional camera | Jul 9, 2020 | Human DetectionPrivacy Preserving | —Unverified | 0 | 0 |
| Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration | Dec 6, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| How Much Privacy Does Federated Learning with Secure Aggregation Guarantee? | Aug 3, 2022 | Federated LearningPrivacy 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 |
| Finite-Time Analysis of Fully Decentralized Single-Timescale Actor-Critic | Jun 12, 2022 | Multi-agent Reinforcement LearningPrivacy Preserving | —Unverified | 0 | 0 |
| How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels | Oct 25, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering? | Nov 13, 2018 | Deep LearningMedical Image Analysis | —Unverified | 0 | 0 |
| Fine-Tuning with Differential Privacy Necessitates an Additional Hyperparameter Search | Oct 5, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning | Jul 18, 2020 | Deep LearningFairness | —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 |
| 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 |
| Distributed Machine Learning in D2D-Enabled Heterogeneous Networks: Architectures, Performance, and Open Challenges | Jun 4, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 | 0 |
| Demystifying Swarm Learning: A New Paradigm of Blockchain-based Decentralized Federated Learning | Jan 14, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| An Attribute-Aligned Strategy for Learning Speech Representation | Jun 5, 2021 | AttributeEmotion Recognition | —Unverified | 0 | 0 |
| FFA Sora, video generation as fundus fluorescein angiography simulator | Dec 23, 2024 | Privacy PreservingQuestion Answering | —Unverified | 0 | 0 |
| Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service | Aug 17, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism | Nov 19, 2024 | AutoMLFederated Learning | —Unverified | 0 | 0 |
| I can't see it but I can Fine-tune it: On Encrypted Fine-tuning of Transformers using Fully Homomorphic Encryption | Feb 14, 2024 | image-classificationImage Classification | —Unverified | 0 | 0 |
| ID^3: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition | Sep 26, 2024 | DiversityFace Recognition | —Unverified | 0 | 0 |
| Few-shot Image Recognition with Manifolds | Oct 22, 2020 | Few-Shot LearningPrivacy Preserving | —Unverified | 0 | 0 |
| Demystifying Hyperparameter Optimization in Federated Learning | Sep 29, 2021 | Federated LearningHyperparameter Optimization | —Unverified | 0 | 0 |
| Do Not DeepFake Me: Privacy-Preserving Neural 3D Head Reconstruction Without Sensitive Images | Dec 7, 2023 | Face SwappingPrivacy Preserving | —Unverified | 0 | 0 |
| Federated Learning with Heterogeneous Differential Privacy | Oct 28, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| I-GWAS: Privacy-Preserving Interdependent Genome-Wide Association Studies | Aug 17, 2022 | Privacy Preserving | —Unverified | 0 | 0 |
| Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework | Nov 3, 2022 | Drift DetectionPrivacy Preserving | —Unverified | 0 | 0 |
| Image-Hashing-Based Anomaly Detection for Privacy-Preserving Online Proctoring | Jul 20, 2021 | Anomaly DetectionPrivacy Preserving | —Unverified | 0 | 0 |
| Image Transformation Network for Privacy-Preserving Deep Neural Networks and Its Security Evaluation | Aug 7, 2020 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Immersion and Invariance-based Coding for Privacy-Preserving Federated Learning | Sep 25, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 | 0 |
| A Unified View of Differentially Private Deep Generative Modeling | Sep 27, 2023 | Privacy Preserving | —Unverified | 0 | 0 |
| Improved Algorithms for Differentially Private Language Model Alignment | May 13, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Improved Privacy-Preserving PCA Using Optimized Homomorphic Matrix Multiplication | May 27, 2023 | Cloud ComputingPrivacy Preserving | —Unverified | 0 | 0 |
| FeMLoc: Federated Meta-learning for Adaptive Wireless Indoor Localization Tasks in IoT Networks | May 17, 2024 | Indoor LocalizationMeta-Learning | —Unverified | 0 | 0 |