| A LoRa-based Energy-efficient Sensing System for Urban Data Collection | Jun 10, 2024 | Privacy Preserving | —Unverified | 0 |
| Optimal Federated Learning for Nonparametric Regression with Heterogeneous Distributed Differential Privacy Constraints | Jun 10, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| PowerInfer-2: Fast Large Language Model Inference on a Smartphone | Jun 10, 2024 | CPULanguage Modeling | CodeCode Available | 9 |
| Privacy-Preserving Optimal Parameter Selection for Collaborative Clustering | Jun 8, 2024 | ClusteringPrivacy Preserving | —Unverified | 0 |
| Marking the Pace: A Blockchain-Enhanced Privacy-Traceable Strategy for Federated Recommender Systems | Jun 7, 2024 | Distributed ComputingPrivacy Preserving | —Unverified | 0 |
| Contrastive Explainable Clustering with Differential Privacy | Jun 7, 2024 | ClusteringPrivacy Preserving | —Unverified | 0 |
| NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human | Jun 6, 2024 | Privacy Preserving | —Unverified | 0 |
| Privacy Preserving Semi-Decentralized Mean Estimation over Intermittently-Connected Networks | Jun 6, 2024 | Privacy Preserving | CodeCode Available | 0 |
| LenslessFace: An End-to-End Optimized Lensless System for Privacy-Preserving Face Verification | Jun 6, 2024 | Face DetectionFace Verification | CodeCode Available | 1 |
| SSNet: A Lightweight Multi-Party Computation Scheme for Practical Privacy-Preserving Machine Learning Service in the Cloud | Jun 4, 2024 | Cloud ComputingPrivacy Preserving | —Unverified | 0 |
| Mixed-Precision Federated Learning via Multi-Precision Over-The-Air Aggregation | Jun 4, 2024 | Computational EfficiencyEdge-computing | —Unverified | 0 |
| ST-DPGAN: A Privacy-preserving Framework for Spatiotemporal Data Generation | Jun 4, 2024 | Privacy Preserving | —Unverified | 0 |
| No Vandalism: Privacy-Preserving and Byzantine-Robust Federated Learning | Jun 3, 2024 | Federated LearningModel Poisoning | —Unverified | 0 |
| Efficient Data Distribution Estimation for Accelerated Federated Learning | Jun 3, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedAdOb: Privacy-Preserving Federated Deep Learning with Adaptive Obfuscation | Jun 3, 2024 | Deep LearningFederated Learning | —Unverified | 0 |
| PrivacyRestore: Privacy-Preserving Inference in Large Language Models via Privacy Removal and Restoration | Jun 3, 2024 | Privacy Preserving | —Unverified | 0 |
| Amalgam: A Framework for Obfuscated Neural Network Training on the Cloud | Jun 2, 2024 | Privacy Preserving | CodeCode Available | 0 |
| EchoNet-Synthetic: Privacy-preserving Video Generation for Safe Medical Data Sharing | Jun 2, 2024 | De-identificationPrivacy Preserving | CodeCode Available | 1 |
| A Novel Review of Stability Techniques for Improved Privacy-Preserving Machine Learning | May 31, 2024 | Privacy Preserving | —Unverified | 0 |
| No Free Lunch Theorem for Privacy-Preserving LLM Inference | May 31, 2024 | Privacy Preserving | —Unverified | 0 |
| Share Secrets for Privacy: Confidential Forecasting with Vertical Federated Learning | May 31, 2024 | Federated LearningNavigate | CodeCode Available | 0 |
| Responsible AI for Earth Observation | May 31, 2024 | Disaster ResponseEarth Observation | —Unverified | 0 |
| GANcrop: A Contrastive Defense Against Backdoor Attacks in Federated Learning | May 31, 2024 | Contrastive LearningFederated Learning | —Unverified | 0 |
| Exploring the Practicality of Federated Learning: A Survey Towards the Communication Perspective | May 30, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Just Rewrite It Again: A Post-Processing Method for Enhanced Semantic Similarity and Privacy Preservation of Differentially Private Rewritten Text | May 30, 2024 | Privacy PreservingSemantic Similarity | —Unverified | 0 |