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Research Area: Software Defined Networks
The emerging Internet of Things (IoT) has increased the complexity and difficulty of network administration. Fortunately, Software-Defined Networking (SDN) provides an easy and centralized approach to administer a large number of IoT devices and can greatly reduce the workload of network administrators. SDN-based implementation of networks, however, has also introduced new security concerns, such as increasing number of DDoS attacks. This paper introduces an easy and lightweight defense strategy against DDoS attacks on IoT devices in a SDN environment using Markov Decision Process (MDP) in which optimal policies regarding handling network flows are determined with the intention of preventing DDoS attacks.
Keywords:
Internet of Things
DDoS
Markov Decision Process
Software-Defined Networking
Author(s) Name: Jianjun Zheng; Akbar Siami Namin
Journal name:
Conferrence name: 2018 IEEE International Conference on Big Data (Big Data)
Publisher name: IEEE
DOI: 10.1109/BigData.2018.8622064
Volume Information:
