Enhancing IoT Security Against DDoS Attacks through Federated Learning

arXiv:2403.10968v1 Announce Type: cross
Abstract: The rapid proliferation of the Internet of Things (IoT) has ushered in transformative connectivity between physical devices and the digital realm. Nonetheless, the escalating threat of Distributed Denial of Service (DDoS) attacks jeopardizes the integrity and reliability of IoT networks. Conventional DDoS mitigation approaches are ill-equipped to handle the intricacies of IoT ecosystems, potentially compromising data privacy. This paper introduces an innovative strategy to bolster the security of IoT networks against DDoS attacks by harnessing …

abstract arxiv attacks connectivity cs.ai cs.cr cs.lg ddos ddos attacks devices digital distributed federated learning integrity internet internet of things iot iot networks iot security networks reliability security service threat through type