| Privacy-preserving Federated Primal-dual Learning for Non-convex and Non-smooth Problems with Model Sparsification | Oct 30, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Exploring Federated Unlearning: Review, Comparison, and Insights | Oct 30, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data Manipulation | Oct 29, 2023 | Federated LearningInformation Retrieval | CodeCode Available | 0 |
| α-Mutual Information: A Tunable Privacy Measure for Privacy Protection in Data Sharing | Oct 27, 2023 | Privacy PreservingTime Series | —Unverified | 0 |
| Can LLMs Keep a Secret? Testing Privacy Implications of Language Models via Contextual Integrity Theory | Oct 27, 2023 | Privacy Preserving | CodeCode Available | 1 |
| PockEngine: Sparse and Efficient Fine-tuning in a Pocket | Oct 26, 2023 | CPUGPU | —Unverified | 0 |
| Privacy-preserving Representation Learning for Speech Understanding | Oct 26, 2023 | ClassificationEmotion Recognition | —Unverified | 0 |
| Privately Aligning Language Models with Reinforcement Learning | Oct 25, 2023 | Instruction FollowingPrivacy Preserving | —Unverified | 0 |
| How Robust is Federated Learning to Communication Error? A Comparison Study Between Uplink and Downlink Channels | Oct 25, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedTherapist: Mental Health Monitoring with User-Generated Linguistic Expressions on Smartphones via Federated Learning | Oct 25, 2023 | Federated LearningLanguage Modeling | —Unverified | 0 |
| Facial Data Minimization: Shallow Model as Your Privacy Filter | Oct 24, 2023 | AttributeFace Recognition | —Unverified | 0 |
| On the Inherent Privacy Properties of Discrete Denoising Diffusion Models | Oct 24, 2023 | Dataset GenerationDenoising | —Unverified | 0 |
| Reliable Generation of Privacy-preserving Synthetic Electronic Health Record Time Series via Diffusion Models | Oct 23, 2023 | De-identificationDenoising | CodeCode Available | 1 |
| ADMarker: A Multi-Modal Federated Learning System for Monitoring Digital Biomarkers of Alzheimer's Disease | Oct 23, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Λ-Split: A Privacy-Preserving Split Computing Framework for Cloud-Powered Generative AI | Oct 23, 2023 | Privacy Preserving | CodeCode Available | 0 |
| B^2SFL: A Bi-level Blockchained Architecture for Secure Federated Learning-based Traffic Prediction | Oct 23, 2023 | Federated LearningPrediction | —Unverified | 0 |
| Context-Aware Prediction of User Engagement on Online Social Platforms | Oct 23, 2023 | Privacy Preserving | —Unverified | 0 |
| Data-Free Distillation Improves Efficiency and Privacy in Federated Thorax Disease Analysis | Oct 22, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| DePAint: A Decentralized Safe Multi-Agent Reinforcement Learning Algorithm considering Peak and Average Constraints | Oct 22, 2023 | Multi-agent Reinforcement LearningPrivacy Preserving | CodeCode Available | 0 |
| Blind quantum machine learning with quantum bipartite correlator | Oct 19, 2023 | Privacy PreservingQuantum Machine Learning | —Unverified | 0 |
| Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial Examples | Oct 19, 2023 | Cloud Computingimage-classification | CodeCode Available | 0 |
| A Cautionary Tale: On the Role of Reference Data in Empirical Privacy Defenses | Oct 18, 2023 | Privacy Preserving | —Unverified | 0 |
| Federated Heterogeneous Graph Neural Network for Privacy-preserving Recommendation | Oct 18, 2023 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Graph Embedding based on Local Differential Privacy | Oct 17, 2023 | Graph EmbeddingLink Prediction | CodeCode Available | 0 |
| Disentangling the Linguistic Competence of Privacy-Preserving BERT | Oct 17, 2023 | Privacy Preserving | —Unverified | 0 |