| 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 |
| 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 |
| Efficient Federated Learning with Spike Neural Networks for Traffic Sign Recognition | May 28, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Large-Scale Privacy-Preserving Network Embedding against Private Link Inference Attacks | May 28, 2022 | Network EmbeddingPrivacy Preserving | —Unverified | 0 |
| Evolution as a Service: A Privacy-Preserving Genetic Algorithm for Combinatorial Optimization | May 27, 2022 | Combinatorial OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Can Foundation Models Help Us Achieve Perfect Secrecy? | May 27, 2022 | Federated LearningIn-Context Learning | CodeCode Available | 1 |
| Differentially Private Decoding in Large Language Models | May 26, 2022 | Language ModelingLanguage Modelling | —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 |
| Privacy-Preserving Wavelet Neural Network with Fully Homomorphic Encryption | May 26, 2022 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Cali3F: Calibrated Fast Fair Federated Recommendation System | May 26, 2022 | FairnessFederated Learning | —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 |
| 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 |
| 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 |
| 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 |
| How to keep text private? A systematic review of deep learning methods for privacy-preserving natural language processing | May 20, 2022 | Privacy Preserving | —Unverified | 0 |
| GeoPointGAN: Synthetic Spatial Data with Local Label Differential Privacy | May 18, 2022 | ManagementPrivacy Preserving | CodeCode Available | 1 |
| IR-ORAM: Path Access Type Based Memory Intensity Reduction for Path-ORAM | May 17, 2022 | Computer Architecture and SystemsComputer Security | —Unverified | 0 |