A detection framework against CPMA attack based on trust evaluation and machine learning in IoT network

L Liu, X Xu, Y Liu, Z Ma, J Peng - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) network is vulnerable to various cyberattacks, especially insider
attacks. Most existing studies mainly detect nontargeted insider attackers, who manipulate …

An efficient weighted trust‐based malicious node detection scheme for wireless sensor networks

F Zawaideh, M Salamah - International Journal of …, 2019 - Wiley Online Library
The aim of wireless sensor networks (WSNs) is to gather sensor data from a monitored
environment. However, the collected or reported information might be falsified by faults or …

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 …

Detection of selective-edge packet attack based on edge reputation in IoT networks

L Yang, L Liu, Z Ma, Y Ding - Computer Networks, 2021 - Elsevier
Abstract The Internet of Things (IoT) is widely used in environmental monitoring, smart home
and other fields, and has become a research hotspot in recent years. Due to its distributed …