Edge federated learning with adaptive optimization and lightweight design facilitates collaborative security situation awareness in the Industrial Internet of Things

As the scale of the Industrial Internet of Things expands, its security issues become increasingly prominent. Traditional centralized security architecture faces challenges such as high data processing latency and easy privacy leaks. To solve the above problems, a collaborative security situation aw