| Minimum Noticeable Difference based Adversarial Privacy Preserving Image Generation | Jun 17, 2022 | Deep LearningFace Recognition | —Unverified | 0 |
| Introducing the Huber mechanism for differentially private low-rank matrix completion | Jun 16, 2022 | Low-Rank Matrix CompletionMatrix Completion | —Unverified | 0 |
| Finite-Time Analysis of Fully Decentralized Single-Timescale Actor-Critic | Jun 12, 2022 | Multi-agent Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| Federated Offline Reinforcement Learning | Jun 11, 2022 | Offline RLPrivacy Preserving | —Unverified | 0 |
| Federated Learning with GAN-based Data Synthesis for Non-IID Clients | Jun 11, 2022 | Federated LearningGenerative Adversarial Network | —Unverified | 0 |
| Communication-Efficient Robust Federated Learning with Noisy Labels | Jun 11, 2022 | Bilevel OptimizationFederated Learning | —Unverified | 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 |
| Fast Deep Autoencoder for Federated learning | Jun 10, 2022 | Anomaly DetectionEdge-computing | —Unverified | 0 |
| Reconstruct Face from Features Using GAN Generator as a Distribution Constraint | Jun 9, 2022 | Face RecognitionPrivacy Preserving | —Unverified | 0 |
| Gradient Obfuscation Gives a False Sense of Security in Federated Learning | Jun 8, 2022 | Federated Learningimage-classification | —Unverified | 0 |
| PrivHAR: Recognizing Human Actions From Privacy-preserving Lens | Jun 8, 2022 | Action RecognitionActivity Recognition | —Unverified | 0 |
| A Privacy-Preserving Subgraph-Level Federated Graph Neural Network via Differential Privacy | Jun 7, 2022 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 |
| Data Stealing Attack on Medical Images: Is it Safe to Export Networks from Data Lakes? | Jun 7, 2022 | DecoderImage Compression | —Unverified | 0 |
| FairVFL: A Fair Vertical Federated Learning Framework with Contrastive Adversarial Learning | Jun 7, 2022 | FairnessFederated Learning | CodeCode Available | 0 |
| Generalized Federated Learning via Sharpness Aware Minimization | Jun 6, 2022 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Distributed Machine Learning in D2D-Enabled Heterogeneous Networks: Architectures, Performance, and Open Challenges | Jun 4, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Learning rich optical embeddings for privacy-preserving lensless image classification | Jun 3, 2022 | Classificationimage-classification | —Unverified | 0 |
| A federated graph neural network framework for privacy-preserving personalization | Jun 2, 2022 | Federated LearningGraph Neural Network | CodeCode Available | 1 |
| 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 |
| PriPA: A Tool for Privacy-Preserving Analytics of Linguistic Data | Jun 1, 2022 | Privacy Preserving | —Unverified | 0 |
| Privacy for Free: How does Dataset Condensation Help Privacy? | Jun 1, 2022 | Dataset CondensationPrivacy Preserving | —Unverified | 0 |
| THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption | Jun 1, 2022 | Privacy Preserving | —Unverified | 0 |
| Dataset Distillation using Neural Feature Regression | Jun 1, 2022 | Continual LearningDataset Distillation | CodeCode Available | 0 |
| Defense Against Gradient Leakage Attacks via Learning to Obscure Data | Jun 1, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimation | May 31, 2022 | Active LearningDensity Estimation | —Unverified | 0 |
