| FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models | Oct 16, 2023 | Federated Learningparameter-efficient fine-tuning | CodeCode Available | 2 |
| Optimized Layerwise Approximation for Efficient Private Inference on Fully Homomorphic Encryption | Oct 16, 2023 | Privacy Preserving | —Unverified | 0 |
| Federated Battery Diagnosis and Prognosis | Oct 14, 2023 | Battery diagnosisManagement | —Unverified | 0 |
| Addressing the cold start problem in privacy preserving content-based recommender systems using hypercube graphs | Oct 13, 2023 | Collaborative FilteringPrivacy Preserving | —Unverified | 0 |
| Wasm-iCARE: a portable and privacy-preserving web module to build, validate, and apply absolute risk models | Oct 13, 2023 | Privacy Preserving | CodeCode Available | 0 |
| Split-and-Denoise: Protect large language model inference with local differential privacy | Oct 13, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Privacy-Preserving Encrypted Low-Dose CT Denoising | Oct 13, 2023 | DenoisingPrivacy Preserving | —Unverified | 0 |
| Histopathological Image Classification and Vulnerability Analysis using Federated Learning | Oct 11, 2023 | ClassificationData Poisoning | —Unverified | 0 |
| RaftFed: A Lightweight Federated Learning Framework for Vehicular Crowd Intelligence | Oct 11, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Federated Quantum Machine Learning with Differential Privacy | Oct 10, 2023 | Binary ClassificationFederated Learning | —Unverified | 0 |
| Exploring adversarial attacks in federated learning for medical imaging | Oct 10, 2023 | Federated LearningMedical Image Analysis | —Unverified | 0 |
| Federated Learning with Reduced Information Leakage and Computation | Oct 10, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 |
| Towards Scalable Wireless Federated Learning: Challenges and Solutions | Oct 8, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A privacy-preserving method using secret key for convolutional neural network-based speech classification | Oct 6, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Quantized Transformer Language Model Implementations on Edge Devices | Oct 6, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| V2X Cooperative Perception for Autonomous Driving: Recent Advances and Challenges | Oct 5, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Shielding the Unseen: Privacy Protection through Poisoning NeRF with Spatial Deformation | Oct 4, 2023 | 3D Scene ReconstructionNeRF | —Unverified | 0 |
| Privacy-preserving Multi-biometric Indexing based on Frequent Binary Patterns | Oct 4, 2023 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| Exploring the Impact of Disrupted Peer-to-Peer Communications on Fully Decentralized Learning in Disaster Scenarios | Oct 4, 2023 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| The Inhibitor: ReLU and Addition-Based Attention for Efficient Transformers | Oct 3, 2023 | Computational EfficiencyPrivacy Preserving | —Unverified | 0 |
| Artemis: HE-Aware Training for Efficient Privacy-Preserving Machine Learning | Oct 2, 2023 | Model CompressionPrivacy Preserving | —Unverified | 0 |
| FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models | Oct 2, 2023 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Distributed Market Mechanism for Active Distribution Networks | Sep 30, 2023 | Distributed OptimizationPrivacy Preserving | —Unverified | 0 |
| Bridging the Gap Between Foundation Models and Heterogeneous Federated Learning | Sep 30, 2023 | Federated LearningModel Compression | —Unverified | 0 |
| Beyond Random Noise: Insights on Anonymization Strategies from a Latent Bandit Study | Sep 30, 2023 | Privacy Preserving | —Unverified | 0 |