Machine learning for intrusion detection in industrial control systems: Applications, challenges, and recommendations

MA Umer, KN Junejo, MT Jilani, AP Mathur - International Journal of …, 2022 - Elsevier
Methods from machine learning are used in the design of secure Industrial Control Systems.
Such methods focus on two major areas: detection of intrusions at the network level using …

A systematic literature review on ai safety: Identifying trends, challenges and future directions

W Salhab, D Ameyed, F Jaafar, H Mcheick - IEEE Access, 2024 - ieeexplore.ieee.org
Artificial intelligence (AI) is revolutionizing many aspects of our lives, except it raises
fundamental safety and ethical issues. In this survey paper, we review the current state of …

Security of machine learning-based anomaly detection in cyber physical systems

Z Jadidi, S Pal, N Nayak, A Selvakkumar… - 2022 International …, 2022 - ieeexplore.ieee.org
With the emergence of the Internet of Things (IoT) and Artificial Intelligence (AI) services and
applications in the Cyber Physical Systems (CPS), the methods of protecting CPS against …

Role of machine learning in weather related event predictions for a smart city

MA Umer, MT Jilani, KN Junejo, SA Naz… - Machine Intelligence and …, 2021 - Springer
Weather related event prediction is always a fascinating problem for scientists due to its
importance in different sectors of life. This chapter has used machine learning algorithms to …

Deep learning model for intrusion detection system utilizing convolution neural network

WF Kamil, IJ Mohammed - Open Engineering, 2023 - degruyter.com
An integral part of any reliable network security infrastructure is the intrusion detection
system (IDS). Early attack detection can stop adversaries from further intruding on a network …

An Improved Data Classification in Edge Cloud-Assisted IoMT: Leveraging Machine Learning and Feature Selection

A Ait Temghart, M Marwan, M Baslam - International Conference on …, 2023 - Springer
As data generated by the IoMT devices are offloaded to the cloud, processing and analyzing
such large-scale data to extract useful information presents challenges in terms of latency …

Integrating Cyber Physical System Security Concepts in Computer System Security Curriculum

H Rathore - 2023 IEEE Integrated STEM Education Conference …, 2023 - ieeexplore.ieee.org
Cyber physical systems (CPS) are becoming increasingly prevalent in our daily lives, from
connected vehicles and medical devices to critical infrastructure systems. As there is …

Secure Estimation Under Model Uncertainty

S Sihag, A Tajer - Security and Resilience in Cyber-Physical Systems …, 2022 - Springer
The increasing scale and widespread deployment of cyber-physical systems for novel
applications leave them vulnerable to malicious intrusions and potential failures. Therefore …

A Conceptual Analysis of IoT in Healthcare

MA Umer, MT Jilani, A Rafiq, SA Naz… - Big Data Intelligence for …, 2022 - Springer
There are numerous health problems associated with human life. Usually, they are not
instantaneous. There are significant parameters based on which any disease or health …

[引用][C] Domain Adaptation of Deep Learning (D) DoS Attack Detection Models in Resource-Constrained Cyber Physical Systems Environments

V Ngo - 2023 - Auckland University of Technology