| Hashmarks: Privacy-Preserving Benchmarks for High-Stakes AI Evaluation | Dec 1, 2023 | FormLanguage Modeling | —Unverified | 0 |
| Hawk: Accurate and Fast Privacy-Preserving Machine Learning Using Secure Lookup Table Computation | Mar 26, 2024 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| HCFContext: Smartphone Context Inference via Sequential History-based Collaborative Filtering | Apr 21, 2019 | Collaborative FilteringPrivacy Preserving | —Unverified | 0 |
| hear-your-action: human action recognition by ultrasound active sensing | Sep 15, 2023 | Action RecognitionPrivacy Preserving | —Unverified | 0 |
| HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture | May 31, 2021 | Privacy Preserving | —Unverified | 0 |
| Efficient Pruning for Machine Learning Under Homomorphic Encryption | Jul 7, 2022 | BIG-bench Machine LearningDenoising | —Unverified | 0 |
| Here Is Not There: Measuring Entailment-Based Trajectory Similarity for Location-Privacy Protection and Beyond | Dec 2, 2023 | Privacy Preserving | —Unverified | 0 |
| Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data | Jun 12, 2020 | FairnessFederated Learning | —Unverified | 0 |
| Heterogeneity-Aware Resource Allocation and Topology Design for Hierarchical Federated Edge Learning | Sep 29, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training | Jan 31, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Heterogeneous Federated Learning with Convolutional and Spiking Neural Networks | Jun 14, 2024 | DiversityEdge-computing | —Unverified | 0 |
| Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models | Jan 12, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| H-FedSN: Personalized Sparse Networks for Efficient and Accurate Hierarchical Federated Learning for IoT Applications | Dec 9, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| H-FLTN: A Privacy-Preserving Hierarchical Framework for Electric Vehicle Spatio-Temporal Charge Prediction | Feb 25, 2025 | Demand ForecastingFederated Learning | —Unverified | 0 |
| HierarchyFL: Heterogeneous Federated Learning via Hierarchical Self-Distillation | Dec 5, 2022 | DiversityFederated Learning | —Unverified | 0 |
| High-Precision Bootstrapping for Approximate Homomorphic Encryption by Error Variance Minimization | May 25, 2022 | Privacy Preserving | —Unverified | 0 |
| High-Resolution WiFi Imaging with Reconfigurable Intelligent Surfaces | Dec 1, 2021 | Privacy PreservingQuantization | —Unverified | 0 |
| Histopathological Image Classification and Vulnerability Analysis using Federated Learning | Oct 11, 2023 | ClassificationData Poisoning | —Unverified | 0 |
| HLF-FSL. A Decentralized Federated Split Learning Solution for IoT on Hyperledger Fabric | Jul 10, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| HOG feature extraction from encrypted images for privacy-preserving machine learning | Apr 29, 2019 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| Home monitoring for frailty detection through sound and speaker diarization analysis | Aug 17, 2023 | Privacy Preservingspeaker-diarization | —Unverified | 0 |
| Encrypted Linear Contextual Bandit | Mar 17, 2021 | Decision MakingMulti-Armed Bandits | —Unverified | 0 |
| Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case | Apr 16, 2022 | Adversarial AttackFederated Learning | —Unverified | 0 |
| Homomorphic WiSARDs: Efficient Weightless Neural Network training over encrypted data | Mar 29, 2024 | Privacy Preserving | —Unverified | 0 |
| Hot PATE: Private Aggregation of Distributions for Diverse Task | Dec 4, 2023 | DiversityIn-Context Learning | —Unverified | 0 |
| How Does Knowledge of the AUC Constrain the Set of Possible Ground-truth Labelings? | Sep 7, 2017 | Binary ClassificationPrivacy Preserving | —Unverified | 0 |
| How low can you go? Privacy-preserving people detection with an omni-directional camera | Jul 9, 2020 | Human DetectionPrivacy Preserving | —Unverified | 0 |
| How Much Are You Willing to Share? A "Poker-Styled" Selective Privacy Preserving Framework for Recommender Systems | Jun 4, 2018 | Collaborative FilteringPrivacy Preserving | —Unverified | 0 |
| How Much Privacy Does Federated Learning with Secure Aggregation Guarantee? | Aug 3, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| How Private are Language Models in Abstractive Summarization? | Dec 16, 2024 | Abstractive Text SummarizationPrivacy Preserving | —Unverified | 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 |
| How Secure are Deep Learning Algorithms from Side-Channel based Reverse Engineering? | Nov 13, 2018 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| How to Collaborate: Towards Maximizing the Generalization Performance in Cross-Silo Federated Learning | Jan 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| How to Democratise and Protect AI: Fair and Differentially Private Decentralised Deep Learning | Jul 18, 2020 | Deep LearningFairness | —Unverified | 0 |
| How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing | May 20, 2022 | Privacy Preserving | —Unverified | 0 |
| HW-SW Optimization of DNNs for Privacy-preserving People Counting on Low-resolution Infrared Arrays | Feb 2, 2024 | Neural Architecture SearchPrivacy Preserving | —Unverified | 0 |
| HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning | Dec 12, 2019 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Distributed Machine Learning in D2D-Enabled Heterogeneous Networks: Architectures, Performance, and Open Challenges | Jun 4, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Hybrid Differentially Private Federated Learning on Vertically Partitioned Data | Sep 6, 2020 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| HyObscure: Hybrid Obscuring for Privacy-Preserving Data Publishing | Dec 15, 2021 | Privacy Preserving | —Unverified | 0 |
| Hyperdimensional Computing as a Rescue for Efficient Privacy-Preserving Machine Learning-as-a-Service | Aug 17, 2023 | Privacy Preserving | —Unverified | 0 |
| Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism | Nov 19, 2024 | AutoMLFederated Learning | —Unverified | 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 |
| ID^3: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition | Sep 26, 2024 | DiversityFace Recognition | —Unverified | 0 |
| Identifying Population Movements with Non-Negative Matrix Factorization from Wi-Fi User Counts in Smart and Connected Cities | Nov 19, 2021 | Privacy Preserving | —Unverified | 0 |
| Do Not DeepFake Me: Privacy-Preserving Neural 3D Head Reconstruction Without Sensitive Images | Dec 7, 2023 | Face SwappingPrivacy Preserving | —Unverified | 0 |
| IEEE Big Data Cup 2022: Privacy Preserving Matching of Encrypted Images with Deep Learning | Nov 18, 2022 | Data AugmentationMotion Detection | —Unverified | 0 |
| I-GWAS: Privacy-Preserving Interdependent Genome-Wide Association Studies | Aug 17, 2022 | Privacy Preserving | —Unverified | 0 |
| ILASR: Privacy-Preserving Incremental Learning for Automatic Speech Recognition at Production Scale | Jul 19, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Image-Hashing-Based Anomaly Detection for Privacy-Preserving Online Proctoring | Jul 20, 2021 | Anomaly DetectionPrivacy Preserving | —Unverified | 0 |