| Model-Protected Multi-Task Learning | Sep 18, 2018 | modelMulti-Task Learning | CodeCode Available | 0 |
| Modular Clinical Decision Support Networks (MoDN) -- Updatable, Interpretable, and Portable Predictions for Evolving Clinical Environments | Nov 12, 2022 | Privacy Preserving | CodeCode Available | 0 |
| TeleSparse: Practical Privacy-Preserving Verification of Deep Neural Networks | Apr 27, 2025 | Privacy PreservingSNARKS | CodeCode Available | 0 |
| Few shot clustering for indoor occupancy detection with extremely low-quality images from battery free cameras | Aug 13, 2020 | ClusteringFew-Shot Learning | CodeCode Available | 0 |
| Modularity maximisation for graphons | Jan 2, 2021 | Community DetectionOpen-Ended Question Answering | CodeCode Available | 0 |
| Split Ways: Privacy-Preserving Training of Encrypted Data Using Split Learning | Jan 20, 2023 | Privacy Preserving | CodeCode Available | 0 |
| A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning | May 19, 2021 | Federated LearningNER | CodeCode Available | 0 |
| At the Intersection of NLP and Sustainable Development: Exploring the Impact of Demographic-Aware Text Representations in Modeling Value on a Corpus of Interviews | Jun 1, 2022 | ClassificationPrivacy Preserving | CodeCode Available | 0 |
| Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry | Dec 30, 2024 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| Towards Efficient and Secure Delivery of Data for Training and Inference with Privacy-Preserving | Sep 20, 2018 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| A Lightweight and Secure Deep Learning Model for Privacy-Preserving Federated Learning in Intelligent Enterprises | Mar 3, 2025 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Rethinking the Defense Against Free-rider Attack From the Perspective of Model Weight Evolving Frequency | Jun 11, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Cooperative Network Learning for Large-Scale and Decentralized Graphs | Nov 3, 2023 | Graph LearningLink Prediction | CodeCode Available | 0 |
| Learning-Augmented Private Algorithms for Multiple Quantile Release | Oct 20, 2022 | Privacy Preserving | CodeCode Available | 0 |
| Blind-Match: Efficient Homomorphic Encryption-Based 1:N Matching for Privacy-Preserving Biometric Identification | Aug 12, 2024 | Face RecognitionPrivacy Preserving | CodeCode Available | 0 |
| FisheyePP4AV: A privacy-preserving method for autonomous vehicles on fisheye camera images | Sep 7, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 0 |
| F-KANs: Federated Kolmogorov-Arnold Networks | Jul 29, 2024 | ClassificationFederated Learning | CodeCode Available | 0 |
| Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records | Jun 12, 2019 | De-identificationPrivacy Preserving | CodeCode Available | 0 |
| Exploring the Landscape for Generative Sequence Models for Specialized Data Synthesis | Nov 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation | Jun 13, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| FLea: Addressing Data Scarcity and Label Skew in Federated Learning via Privacy-preserving Feature Augmentation | Dec 4, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Vicious Classifiers: Assessing Inference-time Data Reconstruction Risk in Edge Computing | Dec 8, 2022 | Edge-computingPrivacy Preserving | CodeCode Available | 0 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| Multi-Agent Trust Region Policy Optimization | Oct 15, 2020 | Multi-agent Reinforcement LearningPrivacy Preserving | CodeCode Available | 0 |
| Flimma: a federated and privacy-preserving tool for differential gene expression analysis | Oct 30, 2020 | Privacy PreservingSensitivity | CodeCode Available | 0 |
| Private Dataset Generation Using Privacy Preserving Collaborative Learning | Apr 28, 2020 | BIG-bench Machine LearningDataset Generation | CodeCode Available | 0 |
| Multicenter Privacy-Preserving Model Training for Deep Learning Brain Metastases Autosegmentation | May 17, 2024 | Privacy PreservingSensitivity | CodeCode Available | 0 |
| Exploring Selective Layer Fine-Tuning in Federated Learning | Aug 28, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Video object detection for privacy-preserving patient monitoring in intensive care | Jun 26, 2023 | object-detectionObject Detection | CodeCode Available | 0 |
| FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing | Feb 22, 2022 | Privacy Preservingspeech-recognition | CodeCode Available | 0 |
| Towards Robust and Privacy-preserving Text Representations | May 16, 2018 | Privacy Preserving | CodeCode Available | 0 |
| Differentially Private Kernel Inducing Points using features from ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data Distillation | Jan 31, 2023 | GPUPrivacy Preserving | CodeCode Available | 0 |
| Air Signing and Privacy-Preserving Signature Verification for Digital Documents | May 17, 2024 | Fingertip DetectionGesture Recognition | CodeCode Available | 0 |
| FoggySight: A Scheme for Facial Lookup Privacy | Dec 15, 2020 | Face RecognitionPrivacy Preserving | CodeCode Available | 0 |
| A Hybrid Deep Learning Architecture for Privacy-Preserving Mobile Analytics | Mar 8, 2017 | Deep LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Logistic Regression Training with A Faster Gradient Variant | Jan 26, 2022 | Privacy Preservingregression | CodeCode Available | 0 |
| Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix | Jul 14, 2025 | Privacy Preserving | CodeCode Available | 0 |
| Privacy Preserved Blood Glucose Level Cross-Prediction: An Asynchronous Decentralized Federated Learning Approach | Jun 21, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Privacy-preserving Logistic Regression with Secret Sharing | May 14, 2021 | Privacy Preservingregression | CodeCode Available | 0 |
| Privacy-Preserved Neural Graph Similarity Learning | Oct 21, 2022 | Graph MatchingGraph Similarity | CodeCode Available | 0 |
| Freezing of Gait Detection Using Gramian Angular Fields and Federated Learning from Wearable Sensors | Nov 18, 2024 | Federated LearningMissing Values | CodeCode Available | 0 |
| Privacy-Preserving Low-Rank Adaptation against Membership Inference Attacks for Latent Diffusion Models | Feb 19, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Private, fair and accurate: Training large-scale, privacy-preserving AI models in medical imaging | Feb 3, 2023 | Computed Tomography (CT)Diagnostic | CodeCode Available | 0 |
| From Sleep Staging to Spindle Detection: Evaluating End-to-End Automated Sleep Analysis | May 8, 2025 | Privacy PreservingSleep Staging | CodeCode Available | 0 |
| Wasserstein Markets for Differentially-Private Data | Dec 3, 2024 | Decision MakingPrivacy Preserving | CodeCode Available | 0 |
| Exploring Federated Pruning for Large Language Models | May 19, 2025 | Privacy Preserving | CodeCode Available | 0 |
| A Hybrid Approach to Privacy-Preserving Federated Learning | Dec 7, 2018 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 0 |
| FUNAvg: Federated Uncertainty Weighted Averaging for Datasets with Diverse Labels | Jul 10, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Multiple Teachers-Meticulous Student: A Domain Adaptive Meta-Knowledge Distillation Model for Medical Image Classification | Mar 17, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Contrastive Learning and Adversarial Disentanglement for Task-Oriented Semantic Communications | Oct 30, 2024 | AttributeContrastive Learning | CodeCode Available | 0 |