| Privacy-Preserving CNN Training with Transfer Learning: Multiclass Logistic Regression | Apr 7, 2023 | C++ codePrivacy Preserving | CodeCode Available | 0 |
| UFGraphFR: An attempt at a federated recommendation system based on user text characteristics | Jan 14, 2025 | AttributeFederated Learning | CodeCode Available | 0 |
| Efficient and Privacy-Preserved Link Prediction via Condensed Graphs | Mar 15, 2025 | Link PredictionNode Classification | CodeCode Available | 0 |
| Privacy-Preserving Object Detection & Localization Using Distributed Machine Learning: A Case Study of Infant Eyeblink Conditioning | Oct 14, 2020 | BIG-bench Machine Learningobject-detection | CodeCode Available | 0 |
| HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaverse | Nov 7, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Differentially Private Active Learning: Balancing Effective Data Selection and Privacy | Oct 1, 2024 | Active LearningPrivacy Preserving | CodeCode Available | 0 |
| Developing Federated Time-to-Event Scores Using Heterogeneous Real-World Survival Data | Mar 8, 2024 | Privacy PreservingSurvival Analysis | CodeCode Available | 0 |
| HHHFL: Hierarchical Heterogeneous Horizontal Federated Learning for Electroencephalography | Sep 11, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| Hide Your Model: A Parameter Transmission-free Federated Recommender System | Nov 25, 2023 | Privacy PreservingRecommendation Systems | CodeCode Available | 0 |
| Hierarchical fuzzy neural networks with privacy preservation for heterogeneous big data | Sep 18, 2022 | Privacy Preserving | CodeCode Available | 0 |
| Congruent Learning for Self-Regulated Federated Learning in 6G | Jan 10, 2024 | Federated LearningManagement | CodeCode Available | 0 |
| High Performance Logistic Regression for Privacy-Preserving Genome Analysis | Feb 13, 2020 | Privacy Preservingregression | CodeCode Available | 0 |
| PrivEdge: From Local to Distributed Private Training and Prediction | Apr 12, 2020 | Image CompressionPrivacy Preserving | CodeCode Available | 0 |
| Memorization of Named Entities in Fine-tuned BERT Models | Dec 7, 2022 | MemorizationPrivacy Preserving | CodeCode Available | 0 |
| PrivFair: a Library for Privacy-Preserving Fairness Auditing | Feb 8, 2022 | FairnessPrivacy Preserving | CodeCode Available | 0 |
| Wide-AdGraph: Detecting Ad Trackers with a Wide Dependency Chain Graph | Apr 29, 2020 | BlockingGraph Representation Learning | CodeCode Available | 0 |
| ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild | May 10, 2022 | Privacy Preserving | CodeCode Available | 0 |
| SensitiveNets: Learning Agnostic Representations with Application to Face Images | Feb 1, 2019 | Face RecognitionFairness | CodeCode Available | 0 |
| Homogeneous Learning: Self-Attention Decentralized Deep Learning | Oct 11, 2021 | Deep LearningFederated Learning | CodeCode Available | 0 |
| A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning | Sep 8, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| One size does not fit all: Investigating strategies for differentially-private learning across NLP tasks | Dec 15, 2021 | AllPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Conformal Prediction Under Local Differential Privacy | May 21, 2025 | Conformal PredictionLarge Language Model | CodeCode Available | 0 |
| Use of Air Quality Sensor Network Data for Real-time Pollution-Aware POI Suggestion | Feb 13, 2025 | Collaborative FilteringDecision Making | CodeCode Available | 0 |
| VertiBayes: Learning Bayesian network parameters from vertically partitioned data with missing values | Oct 31, 2022 | Federated LearningMissing Values | CodeCode Available | 0 |
| On Lightweight Privacy-Preserving Collaborative Learning for Internet of Things by Independent Random Projections | Dec 11, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |