| Trade-offs in Privacy-Preserving Eye Tracking through Iris Obfuscation: A Benchmarking Study | Apr 14, 2025 | BenchmarkingGaze Estimation | CodeCode Available | 0 |
| Towards Unbiased Federated Graph Learning: Label and Topology Perspectives | Apr 14, 2025 | FairnessGraph Learning | —Unverified | 0 |
| Federated Learning with Layer Skipping: Efficient Training of Large Language Models for Healthcare NLP | Apr 13, 2025 | Federated LearningNER | —Unverified | 0 |
| Privacy Preservation in Gen AI Applications | Apr 12, 2025 | Privacy Preserving | —Unverified | 0 |
| Efficient Implementation of Reinforcement Learning over Homomorphic Encryption | Apr 12, 2025 | Privacy Preservingreinforcement-learning | —Unverified | 0 |
| Boosting multi-demographic federated learning for chest x-ray analysis using general-purpose self-supervised representations | Apr 11, 2025 | Federated LearningMedical Image Analysis | —Unverified | 0 |
| Explainability and Continual Learning meet Federated Learning at the Network Edge | Apr 11, 2025 | Continual LearningEdge-computing | —Unverified | 0 |
| ID-Booth: Identity-consistent Face Generation with Diffusion Models | Apr 10, 2025 | DenoisingDiversity | CodeCode Available | 1 |
| Exploring a Patch-Wise Approach for Privacy-Preserving Fake ID Detection | Apr 10, 2025 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Vertical K-Means Clustering | Apr 10, 2025 | ClusteringPrivacy Preserving | —Unverified | 0 |
| Language Modeling for the Future of Finance: A Quantitative Survey into Metrics, Tasks, and Data Opportunities | Apr 9, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-Gradients | Apr 8, 2025 | Federated Learningimage-classification | CodeCode Available | 0 |
| FedEFC: Federated Learning Using Enhanced Forward Correction Against Noisy Labels | Apr 8, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A Novel Algorithm for Personalized Federated Learning: Knowledge Distillation with Weighted Combination Loss | Apr 6, 2025 | Federated LearningKnowledge Distillation | —Unverified | 0 |
| WeiDetect: Weibull Distribution-Based Defense against Poisoning Attacks in Federated Learning for Network Intrusion Detection Systems | Apr 6, 2025 | Federated LearningIntrusion Detection | —Unverified | 0 |
| Investigating Affective Use and Emotional Well-being on ChatGPT | Apr 4, 2025 | Privacy Preserving | CodeCode Available | 2 |
| An Intelligent and Privacy-Preserving Digital Twin Model for Aging-in-Place | Apr 4, 2025 | Privacy Preserving | —Unverified | 0 |
| Secure Generalization through Stochastic Bidirectional Parameter Updates Using Dual-Gradient Mechanism | Apr 3, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity Recognition | Apr 3, 2025 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 1 |
| Integrating Identity-Based Identification against Adaptive Adversaries in Federated Learning | Apr 3, 2025 | Computational EfficiencyFederated Learning | —Unverified | 0 |
| CO-DEFEND: Continuous Decentralized Federated Learning for Secure DoH-Based Threat Detection | Apr 2, 2025 | Federated LearningIntrusion Detection | CodeCode Available | 0 |
| P2NIA: Privacy-Preserving Non-Iterative Auditing | Apr 1, 2025 | FairnessPrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Transfer Learning for Community Detection using Locally Distributed Multiple Networks | Apr 1, 2025 | ClusteringCommunity Detection | —Unverified | 0 |
| Exploring Personalized Federated Learning Architectures for Violence Detection in Surveillance Videos | Apr 1, 2025 | Federated LearningPersonalized Federated Learning | —Unverified | 0 |
| Benchmarking Federated Machine Unlearning methods for Tabular Data | Apr 1, 2025 | BenchmarkingComputational Efficiency | —Unverified | 0 |