| Hashmarks: Privacy-Preserving Benchmarks for High-Stakes AI Evaluation | Dec 1, 2023 | FormLanguage Modeling | —Unverified | 0 |
| FedEmb: A Vertical and Hybrid Federated Learning Algorithm using Network And Feature Embedding Aggregation | Nov 30, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Grounding Foundation Models through Federated Transfer Learning: A General Framework | Nov 29, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy and Accuracy Implications of Model Complexity and Integration in Heterogeneous Federated Learning | Nov 29, 2023 | Federated LearningInference Attack | CodeCode Available | 0 |
| MIA-BAD: An Approach for Enhancing Membership Inference Attack and its Mitigation with Federated Learning | Nov 28, 2023 | Federated LearningInference Attack | CodeCode Available | 0 |
| Federated Learning with Diffusion Models for Privacy-Sensitive Vision Tasks | Nov 28, 2023 | Federated LearningImage Generation | CodeCode Available | 1 |
| DP-OPT: Make Large Language Model Your Privacy-Preserving Prompt Engineer | Nov 27, 2023 | In-Context LearningLanguage Modeling | CodeCode Available | 1 |
| Aligning Non-Causal Factors for Transformer-Based Source-Free Domain Adaptation | Nov 27, 2023 | DisentanglementDomain Adaptation | —Unverified | 0 |
| A Survey on Vulnerability of Federated Learning: A Learning Algorithm Perspective | Nov 27, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| Privacy-Preserving Data Sharing in Agriculture: Enforcing Policy Rules for Secure and Confidential Data Synthesis | Nov 27, 2023 | Privacy PreservingSynthetic Data Generation | CodeCode Available | 0 |
| Eliminating Domain Bias for Federated Learning in Representation Space | Nov 25, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 4 |
| Hide Your Model: A Parameter Transmission-free Federated Recommender System | Nov 25, 2023 | Privacy PreservingRecommendation Systems | CodeCode Available | 0 |
| Fault Detection in Telecom Networks using Bi-level Federated Graph Neural Networks | Nov 24, 2023 | Anomaly DetectionFault Detection | —Unverified | 0 |
| DP-NMT: Scalable Differentially-Private Machine Translation | Nov 24, 2023 | Machine TranslationNMT | CodeCode Available | 0 |
| ARIA: On the Interaction Between Architectures, Initialization and Aggregation Methods for Federated Visual Classification | Nov 24, 2023 | Federated Learningimage-classification | CodeCode Available | 0 |
| A Blockchain Solution for Collaborative Machine Learning over IoT | Nov 23, 2023 | Federated LearningIncremental Learning | —Unverified | 0 |
| DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release | Nov 23, 2023 | Privacy Preserving | CodeCode Available | 1 |
| PrivateLoRA For Efficient Privacy Preserving LLM | Nov 23, 2023 | GPULanguage Modelling | —Unverified | 0 |
| Privacy-Preserving Algorithmic Recourse | Nov 23, 2023 | counterfactualPrivacy Preserving | —Unverified | 0 |
| A Theoretical Insight into Attack and Defense of Gradient Leakage in Transformer | Nov 22, 2023 | Privacy Preserving | —Unverified | 0 |
| Enigma: Privacy-Preserving Execution of QAOA on Untrusted Quantum Computers | Nov 22, 2023 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Load Forecasting via Personalized Model Obfuscation | Nov 21, 2023 | Federated LearningLoad Forecasting | —Unverified | 0 |
| FedCPC: An Effective Federated Contrastive Learning Method for Privacy Preserving Early-Stage Alzheimer's Speech Detection | Nov 21, 2023 | Contrastive LearningFederated Learning | —Unverified | 0 |
| Zero redundancy distributed learning with differential privacy | Nov 20, 2023 | GPUPrivacy Preserving | —Unverified | 0 |
| Exploring Machine Learning Models for Federated Learning: A Review of Approaches, Performance, and Limitations | Nov 17, 2023 | Decision MakingFederated Learning | —Unverified | 0 |
