Review of the Application of Lightweight Algorithms for Preventing Internet of Things devices from Distributed Denial of Services Attacks
Results indicate that lightweight ML models are the most viable choice in real-time IoT setups, and federated and explainable frameworks are promising the scalability, privacy-aware, and explainable IoT security systems, as long as their computational efficiency and applicability in the real world are further enhanced.