Enhancing IoT Security Against DDoS Attacks through Federated Learning

arXiv:2403.10968v1 Announce Type: new
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 …

arxiv attacks connectivity cs.ai cs.cr cs.lg ddos ddos attacks ddos mitigation denial of service devices digital digital realm distributed distributed denial of service federated federated learning integrity internet internet of things iot iot security mitigation networks physical proliferation rapid realm reliability security service things threat