Detection of Anomalous Behavior of IoT/CPS Devices Using Their Power Signals

A Albasir - 2020 - uwspace.uwaterloo.ca
Embedded computing devices, in the Internet of Things (IoT) or Cyber-Physical Systems
(CPS), are becoming pervasive in many domains around the world. Their wide deployment …

Toward improving the security of IoT and CPS devices: An AI approach

A Albasir, K Naik, R Manzano - Digital Threats: Research and Practice, 2023 - dl.acm.org
Detecting anomalously behaving devices in security-and-safety-critical applications is an
important challenge. This article presents an off-device methodology for detecting the …

A review of anomaly detection techniques leveraging side-channel emissions

D Spatz, D Smarra, I Ternovskiy - Cyber Sensing 2019, 2019 - spiedigitallibrary.org
The low-cost, flexible nature of Internet-of-Things (IoT) hardware has resulted in widespread
usage in a variety of applications from smart-home systems to industrial process-regulation …

[HTML][HTML] Energy-based approach for attack detection in IoT devices: A survey

V Merlino, D Allegra - Internet of Things, 2024 - Elsevier
The proliferation of Internet of Things (IoT) devices has revolutionized multiple sectors,
promising significant societal benefits. With an estimated 29 billion IoT devices expected to …

A review of anomaly detection strategies to detect threats to cyber-physical systems

N Jeffrey, Q Tan, JR Villar - Electronics, 2023 - mdpi.com
Cyber-Physical Systems (CPS) are integrated systems that combine software and physical
components. CPS has experienced rapid growth over the past decade in fields as disparate …

Lightweight anomaly detection framework for IoT

BT Beasley, GD O'Mahony, SG Quintana… - 2020 31st Irish …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) security is growing in importance in many applications ranging from
biomedical to environmental to industrial applications. Access to data is the primary target …

Host-based intrusion detection system for IOT using convolutional neural networks

D Lightbody, DM Ngo, A Temko… - 2022 33rd Irish …, 2022 - ieeexplore.ieee.org
This paper proposes and analyses a lightweight Convolutional Neural Network (CNN)
based anomaly detection framework for Internet of Things (IoT) devices. IoT security has …

Efficient Security Solutions for IoT Devices

F Alfaleh, S Elkhediri - International Journal of Advanced …, 2021 - search.proquest.com
Abstract The Internet of Things (IoT) is a technological innovation that has revolutionized
society. The IoT will forever change the way we use simple things that do very little things to …

Real-time detection of stealthy IoT-based cyber-attacks on power distribution systems: A novel anomaly prediction approach

A Sawas, HEZ Farag - Electric Power Systems Research, 2023 - Elsevier
IoT-enabled appliances are essential components in the development of modern smart
homes and cities as they offer energy-efficient solutions that bring comfort to customers …

An Anomaly Behavior Analysis Methodology for the Internet of Things: Design, Analysis, and Evaluation

JHP Ramirez - 2017 - search.proquest.com
Advances in mobile and pervasive computing, social network technologies and the
exponential growth in Internet applications and services will lead to the development of the …