| Temporally coherent video anonymization through GAN inpainting | Jun 4, 2021 | Face AnonymizationGenerative Adversarial Network | —Unverified | 0 |
| Adam in Private: Secure and Fast Training of Deep Neural Networks with Adaptive Moment Estimation | Jun 4, 2021 | Privacy Preserving | —Unverified | 0 |
| Federated Neural Collaborative Filtering | Jun 2, 2021 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| Multilingual Medical Question Answering and Information Retrieval for Rural Health Intelligence Access | Jun 2, 2021 | Information RetrievalMedical Question Answering | —Unverified | 0 |
| Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation | Jun 2, 2021 | Collaborative InferencePrivacy Preserving | —Unverified | 0 |
| Differential Privacy for Text Analytics via Natural Text Sanitization | Jun 2, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Privacy-Preserving and Trustable Multi-agent Learning Framework | Jun 2, 2021 | Privacy Preserving | —Unverified | 0 |
| Personalizing Pre-trained Models | Jun 2, 2021 | Continual LearningFew-Shot Learning | —Unverified | 0 |
| An Investigation towards Differentially Private Sequence Tagging in a Federated Framework | Jun 1, 2021 | Federated Learningnamed-entity-recognition | —Unverified | 0 |
| Private Text Classification with Convolutional Neural Networks | Jun 1, 2021 | ClassificationPrivacy Preserving | —Unverified | 0 |
| Building blocks of a task-oriented dialogue system in the healthcare domain | Jun 1, 2021 | Dialogue ManagementManagement | —Unverified | 0 |
| Private Release of Text Embedding Vectors | Jun 1, 2021 | Privacy Preserving | —Unverified | 0 |
| Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels | Jun 1, 2021 | MemorizationPrivacy Preserving | —Unverified | 0 |
| HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture | May 31, 2021 | Privacy Preserving | —Unverified | 0 |
| Unifying Distillation with Personalization in Federated Learning | May 31, 2021 | FairnessFederated Learning | —Unverified | 0 |
| De-identification of Privacy-related Entities in Job Postings | May 24, 2021 | De-identificationMulti-Task Learning | CodeCode Available | 0 |
| Fast Federated Learning by Balancing Communication Trade-Offs | May 23, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| PAL: Intelligence Augmentation using Egocentric Visual Context Detection | May 22, 2021 | ClusteringDeep Learning | —Unverified | 0 |
| HyFed: A Hybrid Federated Framework for Privacy-preserving Machine Learning | May 21, 2021 | BIG-bench Machine LearningFederated Learning | CodeCode Available | 1 |
| Fed-EINI: An Efficient and Interpretable Inference Framework for Decision Tree Ensembles in Federated Learning | May 20, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| A Privacy-Preserving Approach to Extraction of Personal Information through Automatic Annotation and Federated Learning | May 19, 2021 | Federated LearningNER | CodeCode Available | 0 |
| A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep Learning | May 19, 2021 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| EasyFL: A Low-code Federated Learning Platform For Dummies | May 17, 2021 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Differentially Private Federated Knowledge Graphs Embedding | May 17, 2021 | Graph EmbeddingKnowledge Graph Embedding | CodeCode Available | 1 |
| Privacy-Preserving Graph Convolutional Networks for Text Classification | May 16, 2021 | ClassificationPrivacy Preserving | —Unverified | 0 |