Cyber-physical systems security: Limitations, issues and future trends

JPA Yaacoub, O Salman, HN Noura… - Microprocessors and …, 2020 - Elsevier
Abstract Typically, Cyber-Physical Systems (CPS) involve various interconnected systems,
which can monitor and manipulate real objects and processes. They are closely related to …

A review on machine learning and deep learning perspectives of IDS for IoT: recent updates, security issues, and challenges

A Thakkar, R Lohiya - Archives of Computational Methods in Engineering, 2021 - Springer
Abstract Internet of Things (IoT) is widely accepted technology in both industrial as well as
academic field. The objective of IoT is to combine the physical environment with the cyber …

Intrusion detection systems for IoT-based smart environments: a survey

MF Elrawy, AI Awad, HFA Hamed - Journal of Cloud Computing, 2018 - Springer
One of the goals of smart environments is to improve the quality of human life in terms of
comfort and efficiency. The Internet of Things (IoT) paradigm has recently evolved into a …

A survey of intrusion detection in Internet of Things

BB Zarpelão, RS Miani, CT Kawakani… - Journal of Network and …, 2017 - Elsevier
Abstract Internet of Things (IoT) is a new paradigm that integrates the Internet and physical
objects belonging to different domains such as home automation, industrial process, human …

A Comprehensive Survey on Machine Learning‐Based Intrusion Detection Systems for Secure Communication in Internet of Things

SVN Santhosh Kumar, M Selvi… - Computational …, 2023 - Wiley Online Library
The Internet of Things (IoT) is a distributed system which is made up of the connections of
smart objects (things) that can continuously sense the events in their sensing domain and …

Towards deep-learning-driven intrusion detection for the internet of things

G Thamilarasu, S Chawla - Sensors, 2019 - mdpi.com
Cyber-attacks on the Internet of Things (IoT) are growing at an alarming rate as devices,
applications, and communication networks are becoming increasingly connected and …

A comprehensive review on secure routing in internet of things: Mitigation methods and trust-based approaches

SM Muzammal, RK Murugesan… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is a network of “things,” connected via Internet, to collect and
exchange data. These “things” can be sensors, actuators, smartphones, wearables …

Intrusion detection in internet of things systems: a review on design approaches leveraging multi-access edge computing, machine learning, and datasets

E Gyamfi, A Jurcut - Sensors, 2022 - mdpi.com
The explosive growth of the Internet of Things (IoT) applications has imposed a dramatic
increase of network data and placed a high computation complexity across various …

SecTrust-RPL: A secure trust-aware RPL routing protocol for Internet of Things

D Airehrour, JA Gutierrez, SK Ray - Future Generation Computer Systems, 2019 - Elsevier
Abstract The Routing Protocol for Low-Power and Lossy Networks (RPL), the de facto
routing protocol for Internet of Things (IoT) offers little protection against various forms of …

Internet of things for system integrity: A comprehensive survey on security, attacks and countermeasures for industrial applications

N Abosata, S Al-Rubaye, G Inalhan, C Emmanouilidis - Sensors, 2021 - mdpi.com
The growth of the Internet of Things (IoT) offers numerous opportunities for developing
industrial applications such as smart grids, smart cities, smart manufacturers, etc. By utilising …