Machine learning approaches to IoT security: A systematic literature review
With the continuous expansion and evolution of IoT applications, attacks on those IoT
applications continue to grow rapidly. In this systematic literature review (SLR) paper, our …
applications continue to grow rapidly. In this systematic literature review (SLR) paper, our …
A survey on network security for cyber–physical systems: From threats to resilient design
Cyber-physical systems (CPS) are considered the integration of physical systems in the real
world and control software in computing systems. In CPS, the real world and the computing …
world and control software in computing systems. In CPS, the real world and the computing …
[HTML][HTML] The security of big data in fog-enabled IoT applications including blockchain: A survey
The proliferation of inter-connected devices in critical industries, such as healthcare and
power grid, is changing the perception of what constitutes critical infrastructure. The rising …
power grid, is changing the perception of what constitutes critical infrastructure. The rising …
[HTML][HTML] A review of machine learning and deep learning techniques for anomaly detection in IoT data
R Al-amri, RK Murugesan, M Man, AF Abdulateef… - Applied Sciences, 2021 - mdpi.com
Anomaly detection has gained considerable attention in the past couple of years. Emerging
technologies, such as the Internet of Things (IoT), are known to be among the most critical …
technologies, such as the Internet of Things (IoT), are known to be among the most critical …
A comprehensive deep learning benchmark for IoT IDS
The significance of an intrusion detection system (IDS) in networks security cannot be
overstated in detecting and responding to malicious attacks. Failure to detect large-scale …
overstated in detecting and responding to malicious attacks. Failure to detect large-scale …
A review of security and privacy concerns in the internet of things (IoT)
The recent two decades have witnessed tremendous growth in Internet of things (IoT)
applications. There are more than 50 billion devices connected globally. IoT applications' …
applications. There are more than 50 billion devices connected globally. IoT applications' …
Consumer-facing technology fraud: Economics, attack methods and potential solutions
The emerging use of modern technologies has not only benefited society but also attracted
fraudsters and criminals to misuse the technology for financial benefits. Fraud over the …
fraudsters and criminals to misuse the technology for financial benefits. Fraud over the …
Iot traffic-based DDoS attacks detection mechanisms: A comprehensive review
Abstract The Internet of Things (IoT) has emerged as an inevitable part of human life, that
includes online learning, smart homes, smart cars, smart grids, smart cities, agriculture, and …
includes online learning, smart homes, smart cars, smart grids, smart cities, agriculture, and …
Attacks on resource-constrained IoT devices and security solutions
An IoT is a complex system of interconnected electronic devices that exchange data over the
network. Due to the sensitive nature of the data involved in this new technological paradigm …
network. Due to the sensitive nature of the data involved in this new technological paradigm …
[HTML][HTML] VBQ-Net: a novel vectorization-based boost quantized network model for maximizing the security level of IoT system to prevent intrusions
Data sharing with additional devices across wireless networks is made simple and
advantageous by the Internet of Things (IoT), an emerging technology. However, IoT …
advantageous by the Internet of Things (IoT), an emerging technology. However, IoT …