| Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness | Apr 27, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving, Dropout-Resilient Aggregation in Decentralized Learning | Apr 27, 2024 | Privacy Preserving | —Unverified | 0 |
| On the Federated Learning Framework for Cooperative Perception | Apr 26, 2024 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Privacy-Preserving Statistical Data Generation: Application to Sepsis Detection | Apr 25, 2024 | Privacy PreservingSynthetic Data Generation | —Unverified | 0 |
| Brain Storm Optimization Based Swarm Learning for Diabetic Retinopathy Image Classification | Apr 24, 2024 | Federated Learningimage-classification | —Unverified | 0 |
| Blind Federated Learning without initial model | Apr 24, 2024 | Federated Learningmodel | —Unverified | 0 |
| SynthEval: A Framework for Detailed Utility and Privacy Evaluation of Tabular Synthetic Data | Apr 24, 2024 | BenchmarkingFairness | CodeCode Available | 1 |
| Private Optimal Inventory Policy Learning for Feature-based Newsvendor with Unknown Demand | Apr 23, 2024 | parameter estimationPrivacy Preserving | —Unverified | 0 |
| G3R: Generating Rich and Fine-grained mmWave Radar Data from 2D Videos for Generalized Gesture Recognition | Apr 23, 2024 | DecoderGesture Recognition | —Unverified | 0 |
| MultiConfederated Learning: Inclusive Non-IID Data handling with Decentralized Federated Learning | Apr 20, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| PATE-TripleGAN: Privacy-Preserving Image Synthesis with Gaussian Differential Privacy | Apr 19, 2024 | Image GenerationPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Debiasing using Data Augmentation and Machine Unlearning | Apr 19, 2024 | Data AugmentationFairness | —Unverified | 0 |
| Centralized vs. Decentralized Multi-Agent Reinforcement Learning for Enhanced Control of Electric Vehicle Charging Networks | Apr 18, 2024 | Multi-agent Reinforcement LearningPrivacy Preserving | —Unverified | 0 |
| Towards Multi-modal Transformers in Federated Learning | Apr 18, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 1 |
| FedEGG: Federated Learning with Explicit Global Guidance | Apr 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving UCB Decision Process Verification via zk-SNARKs | Apr 18, 2024 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| FedEval-LLM: Federated Evaluation of Large Language Models on Downstream Tasks with Collective Wisdom | Apr 18, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Clipped SGD Algorithms for Performative Prediction: Tight Bounds for Clipping Bias and Remedies | Apr 17, 2024 | Privacy Preserving | —Unverified | 0 |
| A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications | Apr 17, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Federated Learning Approach to Privacy Preserving Offensive Language Identification | Apr 17, 2024 | Federated LearningLanguage Identification | —Unverified | 0 |
| Personalized Federated Learning via Stacking | Apr 16, 2024 | Federated LearningPersonalized Federated Learning | CodeCode Available | 0 |
| Privacy-Enhanced Training-as-a-Service for On-Device Intelligence: Concept, Architectural Scheme, and Open Problems | Apr 16, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Noiseless Privacy-Preserving Decentralized Learning | Apr 15, 2024 | Privacy Preserving | CodeCode Available | 0 |
| SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam Detection | Apr 15, 2024 | Adversarial RobustnessBackdoor Attack | CodeCode Available | 0 |
| Privacy-Preserving Intrusion Detection using Convolutional Neural Networks | Apr 15, 2024 | Intrusion DetectionPrivacy Preserving | —Unverified | 0 |