| MedBlindTuner: Towards Privacy-preserving Fine-tuning on Biomedical Images with Transformers and Fully Homomorphic Encryption | Jan 17, 2024 | Medical Image AnalysisPrivacy Preserving | CodeCode Available | 0 |
| Privacy Preserving Adaptive Experiment Design | Jan 16, 2024 | Privacy Preserving | —Unverified | 0 |
| DISTINQT: A Distributed Privacy Aware Learning Framework for QoS Prediction for Future Mobile and Wireless Networks | Jan 15, 2024 | Federated LearningPrediction | —Unverified | 0 |
| Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning | Jan 15, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| The Effects of Data Imbalance Under a Federated Learning Approach for Credit Risk Forecasting | Jan 14, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Scaling While Privacy Preserving: A Comprehensive Synthetic Tabular Data Generation and Evaluation in Learning Analytics | Jan 12, 2024 | Privacy PreservingSynthetic Data Generation | CodeCode Available | 0 |
| Heterogeneous LoRA for Federated Fine-tuning of On-Device Foundation Models | Jan 12, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy Analysis of Affine Transformations in Cloud-based MPC: Vulnerability to Side-knowledge | Jan 11, 2024 | FormModel Predictive Control | —Unverified | 0 |
| Inferring Intentions to Speak Using Accelerometer Data In-the-Wild | Jan 11, 2024 | Privacy Preserving | —Unverified | 0 |
| Congruent Learning for Self-Regulated Federated Learning in 6G | Jan 10, 2024 | Federated LearningManagement | CodeCode Available | 0 |
| Brave: Byzantine-Resilient and Privacy-Preserving Peer-to-Peer Federated Learning | Jan 10, 2024 | Federated Learningimage-classification | —Unverified | 0 |
| Efficient Fine-Tuning with Domain Adaptation for Privacy-Preserving Vision Transformer | Jan 10, 2024 | Domain Adaptationimage-classification | —Unverified | 0 |
| Learning-Based Difficulty Calibration for Enhanced Membership Inference Attacks | Jan 10, 2024 | Privacy Preserving | CodeCode Available | 0 |
| Private Fine-tuning of Large Language Models with Zeroth-order Optimization | Jan 9, 2024 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Sequential Recommendation with Collaborative Confusion | Jan 9, 2024 | Collaborative FilteringFederated Learning | —Unverified | 0 |
| A Survey on Efficient Federated Learning Methods for Foundation Model Training | Jan 9, 2024 | Federated Learningparameter-efficient fine-tuning | —Unverified | 0 |
| Privacy-Preserving in Blockchain-based Federated Learning Systems | Jan 7, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| AccidentGPT: Large Multi-Modal Foundation Model for Traffic Accident Analysis | Jan 5, 2024 | Privacy Preserving | —Unverified | 0 |
| Comprehensive Exploration of Synthetic Data Generation: A Survey | Jan 4, 2024 | Decision MakingModel Selection | —Unverified | 0 |
| Locally Differentially Private Embedding Models in Distributed Fraud Prevention Systems | Jan 3, 2024 | Anomaly DetectionPrivacy Preserving | —Unverified | 0 |
| Step length measurement in the wild using FMCW radar | Jan 3, 2024 | Privacy Preserving | —Unverified | 0 |
| Efficient Sparse Least Absolute Deviation Regression with Differential Privacy | Jan 2, 2024 | Privacy Preservingregression | —Unverified | 0 |
| FedQV: Leveraging Quadratic Voting in Federated Learning | Jan 2, 2024 | Decision MakingFederated Learning | CodeCode Available | 0 |
| Efficient Privacy-Preserving Visual Localization Using 3D Ray Clouds | Jan 1, 2024 | Camera LocalizationPose Estimation | —Unverified | 0 |
| Validating Privacy-Preserving Face Recognition under a Minimum Assumption | Jan 1, 2024 | Face RecognitionPrivacy Preserving | CodeCode Available | 0 |