| Privacy-Preserving Customer Churn Prediction Model in the Context of Telecommunication Industry | Nov 3, 2024 | Cloud ComputingPrediction | —Unverified | 0 |
| Open LLMs are Necessary for Current Private Adaptations and Outperform their Closed Alternatives | Nov 2, 2024 | Privacy Preserving | —Unverified | 0 |
| Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing | Nov 2, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Privacy Leakage Overshadowed by Views of AI: A Study on Human Oversight of Privacy in Language Model Agent | Nov 2, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Private, Augmentation-Robust and Task-Agnostic Data Valuation Approach for Data Marketplace | Nov 1, 2024 | Data ValuationPrivacy Preserving | —Unverified | 0 |
| BACSA: A Bias-Aware Client Selection Algorithm for Privacy-Preserving Federated Learning in Wireless Healthcare Networks | Nov 1, 2024 | FairnessFederated Learning | —Unverified | 0 |
| Zero-shot Class Unlearning via Layer-wise Relevance Analysis and Neuronal Path Perturbation | Oct 31, 2024 | Machine UnlearningPrivacy Preserving | —Unverified | 0 |
| Generative AI-Powered Plugin for Robust Federated Learning in Heterogeneous IoT Networks | Oct 31, 2024 | Data AugmentationFederated Learning | CodeCode Available | 0 |
| Cough-E: A multimodal, privacy-preserving cough detection algorithm for the edge | Oct 31, 2024 | Model OptimizationPrivacy Preserving | CodeCode Available | 0 |
| Contrastive Learning and Adversarial Disentanglement for Task-Oriented Semantic Communications | Oct 30, 2024 | AttributeContrastive Learning | CodeCode Available | 0 |
| Adaptive Aggregation Weights for Federated Segmentation of Pancreas MRI | Oct 29, 2024 | Federated LearningMRI segmentation | —Unverified | 0 |
| Privacy-Preserving Dynamic Assortment Selection | Oct 29, 2024 | Inference AttackPrivacy Preserving | —Unverified | 0 |
| OPA: One-shot Private Aggregation with Single Client Interaction and its Applications to Federated Learning | Oct 29, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| BF-Meta: Secure Blockchain-enhanced Privacy-preserving Federated Learning for Metaverse | Oct 29, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Auditing f-Differential Privacy in One Run | Oct 29, 2024 | Privacy Preserving | —Unverified | 0 |
| On Homomorphic Encryption Based Strategies for Class Imbalance in Federated Learning | Oct 28, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Props for Machine-Learning Security | Oct 27, 2024 | Privacy Preserving | —Unverified | 0 |
| A Novel Multimodal System to Predict Agitation in People with Dementia Within Clinical Settings: A Proof of Concept | Oct 26, 2024 | Privacy Preserving | —Unverified | 0 |
| FedMABA: Towards Fair Federated Learning through Multi-Armed Bandits Allocation | Oct 26, 2024 | FairnessFederated Learning | —Unverified | 0 |
| Collaborative Inference over Wireless Channels with Feature Differential Privacy | Oct 25, 2024 | Collaborative InferencePrivacy Preserving | —Unverified | 0 |
| Privacy-Preserving Federated Learning via Dataset Distillation | Oct 25, 2024 | AttributeDataset Distillation | —Unverified | 0 |
| LanFL: Differentially Private Federated Learning with Large Language Models using Synthetic Samples | Oct 24, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Differentially Private Learning Needs Better Model Initialization and Self-Distillation | Oct 23, 2024 | DiversityPrivacy Preserving | CodeCode Available | 0 |
| Multi-Continental Healthcare Modelling Using Blockchain-Enabled Federated Learning | Oct 23, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Preserving Privacy in Cloud-based Data-Driven Stabilization | Oct 22, 2024 | Privacy Preserving | CodeCode Available | 0 |