IoTHaven: An Online Defense System to Mitigate Remote Injection Attacks in Trigger-action IoT Platforms

• Published in: Proceedings of the ... IEEE Workshop on Local and Metropolitan Area Networks pp. 15 - 20
• Main Authors: Alam, Md Morshed, Mohaimenur Rahman, A B M, Wang, Weichao
• Format: Conference Proceeding
• Language: English
• Published: IEEE 10.07.2024
• Subjects: Computational modeling; Deep Reinforcement Learning; Internet of Things; POMDP; Remote Injection Attack; Runtime; Smart homes; System performance; Training; Transfer learning; Trigger-action loT Platform; Uncertainty

Trigger-action Internet of Things (loT) platforms allow loT devices to create a chain of interactions to automate network tasks by leveraging functional dependencies between loT event conditions and actions. When network devices notify their cyber states to the loT hub by reporting event conditions,...