Simple Random Sampling: 6 Basic Steps With Examples

A simple random sample is a subset of a statistical population where each member of the population is equally likely to be ...
IEEE

Digital Twin-Empowered Federated Incremental Learning for Non-IID Privacy Data

Abstract: Federated learning (FL) has emerged as a compelling distributed learning paradigm without sharing local original data. However, with ubiquitous non-independent and identically distributed ...
IEEE

Privacy-Preserving Federated Learning Against Label-Flipping Attacks on Non-IID Data

Abstract: Federated learning (FL) has attracted widespread attention in the Internet of Things domain recently. With FL, multiple distributed devices can cooperatively train a global model by ...