Detecting malicious nodes via gradient descent and support vector machine in Internet of Things

L Liu, J Yang, W Meng - Computers & Electrical Engineering, 2019 - Elsevier
IoT devices have become much popular in our daily lives, while attackers often invade
network nodes to launch various attacks. In this work, we focus on the detection of insider …

Identifying malicious nodes in multihop iot networks using dual link technologies and unsupervised learning

X Liu, M Abdelhakim… - Open Journal of …, 2018 - d-scholarship.pitt.edu
Packet manipulation attack is one of the challenging threats in cyber-physical systems
(CPSs) and Internet of Things (IoT), where information packets are corrupted during …