| Privacy for Free: How does Dataset Condensation Help Privacy? | Jun 1, 2022 | Dataset CondensationPrivacy 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 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
| Detecting Unknown DGAs without Context Information | May 30, 2022 | AttributeBinary Classification | —Unverified | 0 |
| MC-GEN:Multi-level Clustering for Private Synthetic Data Generation | May 28, 2022 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks | May 28, 2022 | Network EmbeddingPrivacy Preserving | —Unverified | 0 |
| Efficient Federated Learning with Spike Neural Networks for Traffic Sign Recognition | May 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Evolution as a Service: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization | May 27, 2022 | Combinatorial OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Cali3F: Calibrated Fast Fair Federated Recommendation System | May 26, 2022 | FairnessFederated Learning | —Unverified | 0 |
| To image, or not to image: Class-specific diffractive cameras with all-optical erasure of undesired objects | May 26, 2022 | AllPrivacy Preserving | —Unverified | 0 |
| Differentially Private Decoding in Large Language Models | May 26, 2022 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Privacy-Preserving Wavelet Neural Network with Fully Homomorphic Encryption | May 26, 2022 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| High-Precision Bootstrapping for Approximate Homomorphic Encryption by Error Variance Minimization | May 25, 2022 | Privacy Preserving | —Unverified | 0 |
| Additive Logistic Mechanism for Privacy-Preserving Self-Supervised Learning | May 25, 2022 | Privacy PreservingSelf-Supervised Learning | —Unverified | 0 |
| Comprehensive Privacy Analysis on Federated Recommender System against Attribute Inference Attacks | May 24, 2022 | AttributeInference Attack | —Unverified | 0 |
| Privacy-Preserving Image Classification Using Vision Transformer | May 24, 2022 | Classificationimage-classification | —Unverified | 0 |
| DPSNN: A Differentially Private Spiking Neural Network with Temporal Enhanced Pooling | May 24, 2022 | Face RecognitionImage Classification | —Unverified | 0 |
| A Wireless-Vision Dataset for Privacy Preserving Human Activity Recognition | May 24, 2022 | Action SegmentationActivity Recognition | —Unverified | 0 |
| LIA: Privacy-Preserving Data Quality Evaluation in Federated Learning Using a Lazy Influence Approximation | May 23, 2022 | Data ValuationFederated Learning | —Unverified | 0 |
| PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning | May 23, 2022 | AttributeDecision Making | —Unverified | 0 |
| FaceMAE: Privacy-Preserving Face Recognition via Masked Autoencoders | May 23, 2022 | Face RecognitionPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Data-Enabled Predictive Leading Cruise Control in Mixed Traffic | May 22, 2022 | Privacy Preserving | —Unverified | 0 |
| Robust Quantity-Aware Aggregation for Federated Learning | May 22, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |