Study on artificial intelligence: The state of the art and future prospects

C Zhang, Y Lu - Journal of Industrial Information Integration, 2021 - Elsevier
In the world, the technological and industrial revolution is accelerating by the widespread
application of new generation information and communication technologies, such as AI, IoT …

Detecting cybersecurity attacks in internet of things using artificial intelligence methods: A systematic literature review

M Abdullahi, Y Baashar, H Alhussian, A Alwadain… - Electronics, 2022 - mdpi.com
In recent years, technology has advanced to the fourth industrial revolution (Industry 4.0),
where the Internet of things (IoTs), fog computing, computer security, and cyberattacks have …

Secure state estimation and control of cyber-physical systems: A survey

D Ding, QL Han, X Ge, J Wang - IEEE Transactions on Systems …, 2020 - ieeexplore.ieee.org
Cyber-physical systems (CPSs) empower the integration of physical processes and cyber
infrastructure with the aid of ubiquitous computation resources and communication …

Siamese neural network based few-shot learning for anomaly detection in industrial cyber-physical systems

X Zhou, W Liang, S Shimizu, J Ma… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the increasing population of Industry 4.0, both AI and smart techniques have been
applied and become hotly discussed topics in industrial cyber-physical systems (CPS) …

Role of artificial intelligence in the Internet of Things (IoT) cybersecurity

M Kuzlu, C Fair, O Guler - Discover Internet of things, 2021 - Springer
In recent years, the use of the Internet of Things (IoT) has increased exponentially, and
cybersecurity concerns have increased along with it. On the cutting edge of cybersecurity is …

Federated learning for intrusion detection system: Concepts, challenges and future directions

S Agrawal, S Sarkar, O Aouedi, G Yenduri… - Computer …, 2022 - Elsevier
The rapid development of the Internet and smart devices trigger surge in network traffic
making its infrastructure more complex and heterogeneous. The predominated usage of …

An effective feature engineering for DNN using hybrid PCA-GWO for intrusion detection in IoMT architecture

SP RM, PKR Maddikunta, M Parimala, S Koppu… - Computer …, 2020 - Elsevier
The entire computing paradigm is changed due to the technological advancements in
Information and Communication Technology (ICT). Due to these advancements, various …

Image-Based malware classification using ensemble of CNN architectures (IMCEC)

D Vasan, M Alazab, S Wassan, B Safaei, Q Zheng - Computers & Security, 2020 - Elsevier
Both researchers and malware authors have demonstrated that malware scanners are
unfortunately limited and are easily evaded by simple obfuscation techniques. This paper …

Local differential privacy-based federated learning for internet of things

Y Zhao, J Zhao, M Yang, T Wang… - IEEE Internet of …, 2020 - ieeexplore.ieee.org
The Internet of Vehicles (IoV) is a promising branch of the Internet of Things. IoV simulates a
large variety of crowdsourcing applications, such as Waze, Uber, and Amazon Mechanical …

Secure data transmission and trustworthiness judgement approaches against cyber-physical attacks in an integrated data-driven framework

Y Jiang, S Wu, H Yang, H Luo, Z Chen… - … on Systems, Man …, 2022 - ieeexplore.ieee.org
Threats of cyberattacks have penetrated from disclosing critical user information to
destroying/manipulating industrial control systems. Study on data security during network …