Cyber risk and cybersecurity: a systematic review of data availability

F Cremer, B Sheehan, M Fortmann, AN Kia… - The Geneva Papers on …, 2022 - Springer
Cybercrime is estimated to have cost the global economy just under USD 1 trillion in 2020,
indicating an increase of more than 50% since 2018. With the average cyber insurance …

A systematic survey of industrial Internet of Things security: Requirements and fog computing opportunities

K Tange, M De Donno, X Fafoutis… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
A key application of the Internet of Things (IoT) paradigm lies within industrial contexts.
Indeed, the emerging Industrial Internet of Things (IIoT), commonly referred to as Industry …

A new distributed architecture for evaluating AI-based security systems at the edge: Network TON_IoT datasets

N Moustafa - Sustainable Cities and Society, 2021 - Elsevier
While there has been a significant interest in understanding the cyber threat landscape of
Internet of Things (IoT) networks, and the design of Artificial Intelligence (AI)-based security …

TON_IoT telemetry dataset: A new generation dataset of IoT and IIoT for data-driven intrusion detection systems

A Alsaedi, N Moustafa, Z Tari, A Mahmood… - Ieee …, 2020 - ieeexplore.ieee.org
Although the Internet of Things (IoT) can increase efficiency and productivity through
intelligent and remote management, it also increases the risk of cyber-attacks. The potential …

Tackling faults in the industry 4.0 era—a survey of machine-learning solutions and key aspects

A Angelopoulos, ET Michailidis, N Nomikos… - Sensors, 2019 - mdpi.com
The recent advancements in the fields of artificial intelligence (AI) and machine learning
(ML) have affected several research fields, leading to improvements that could not have …

“why should i trust your ids?”: An explainable deep learning framework for intrusion detection systems in internet of things networks

Z Abou El Houda, B Brik… - IEEE Open Journal of the …, 2022 - ieeexplore.ieee.org
Internet of Things (IoT) is an emerging paradigm that is turning and revolutionizing
worldwide cities into smart cities. However, this emergence is accompanied with several …

Zero trust architecture (zta): A comprehensive survey

NF Syed, SW Shah, A Shaghaghi, A Anwar… - IEEE …, 2022 - ieeexplore.ieee.org
We present a detailed survey of the Zero Trust (ZT) security paradigm which has a growing
number of advocates in the critical infrastructure risk management space. The article …

A holistic review of network anomaly detection systems: A comprehensive survey

N Moustafa, J Hu, J Slay - Journal of Network and Computer Applications, 2019 - Elsevier
Abstract Network Anomaly Detection Systems (NADSs) are gaining a more important role in
most network defense systems for detecting and preventing potential threats. The paper …

The duo of artificial intelligence and big data for industry 4.0: Applications, techniques, challenges, and future research directions

SK Jagatheesaperumal, M Rahouti… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
The increasing need for economic, safe, and sustainable smart manufacturing combined
with novel technological enablers has paved the way for artificial intelligence (AI) and big …

Boosting algorithms for network intrusion detection: A comparative evaluation of Real AdaBoost, Gentle AdaBoost and Modest AdaBoost

A Shahraki, M Abbasi, Ø Haugen - Engineering Applications of Artificial …, 2020 - Elsevier
Computer networks have been experienced ever-increasing growth since they play a critical
role in different aspects of human life. Regarding the vulnerabilities of computer networks …