The Internet of Things (IoT) ecosystem connects physical devices to the internet, offering
significant advantages in agility, responsiveness, and potential environmental benefits. The …

Federated learning (FL) has experienced a boom in recent years, which is jointly promoted
by the prosperity of machine learning and Artificial Intelligence along with emerging privacy …

The rapid development of the Internet and smart devices trigger surge in network traffic
making its infrastructure more complex and heterogeneous. The predominated usage of …

This letter presents a federated learning-basd data-accumulation scheme that combines
drones and blockchain for remote regions where Internet of Things devices face network …

Federated learning (FL) is a promising framework for distributed machine learning that trains
models without sharing local data while protecting privacy. FL exploits the concept of …

Blockchain technology is an undeniable ledger technology that stores transactions in high-
security chains of blocks. Blockchain can solve security and privacy issues in a variety of …

Nowadays, open innovations such as intelligent automation and digitalization are being
adopted by every industry with the help of powerful technology such as Artificial Intelligence …

Abstract The Machine Learning-based Intrusion Detection System (ML-IDS) becomes more
popular because it doesn't need to manually update the rules and can recognize variants …

Federated learning can effectively protect local data privacy in 5G‐V2X environment and
ensure data protection in Internet of vehicles environment. The advantages of low delay of …

Abstract The Internet of Things (IoT) has revolutionized various sectors by enabling
seamless device interaction. However, the proliferation of IoT devices has also raised …