TEA-EKHO-IDS: An intrusion detection system for industrial CPS with trustworthy explainable AI and enhanced krill herd optimization

S Sivamohan, SS Sridhar, S Krishnaveni - Peer-to-Peer Networking and …, 2023 - Springer
Industrial cyber-physical systems (CPS) are vulnerable to cyberattacks that can compromise
their operations, safety, and security. Traditional intrusion detection systems are ineffective …

Explainable AI for Cyber-Physical Systems: Issues and Challenges

A Hoenig, K Roy, Y Acquaah, S Yi, S Desai - IEEE Access, 2024 - ieeexplore.ieee.org
Artificial intelligence and cyber-physical systems (CPS) are two of the key technologies of
the future that are enabling major global shifts. However, most of the current …

Comparison and investigation of AI-based approaches for cyberattack detection in cyber-physical systems

M Abdullahi, H Alhussian, N Aziz, SJ Abdulkadir… - IEEE …, 2024 - ieeexplore.ieee.org
The demand for cyber-physical systems (CPSs) has recently increased in various domains,
such as smart grids, intelligent transportation, and critical infrastructure. The massive data …

Unveiling anomalies: a survey on XAI-based anomaly detection for IoT

E EREN, F YILDIRIM OKAY… - Turkish Journal of …, 2024 - journals.tubitak.gov.tr
In recent years, the rapid growth of the Internet of Things (IoT) has raised concerns about the
security and reliability of IoT systems. Anomaly detection is vital for recognizing potential …

Explainable IoT Forensics: Investigation on Digital Evidence

A Gopinath, KP Kumar, KMS Saleem… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
This research examines the relevance of digital forensics in the field of Internet of Things
and describes how different forensics tools and software are used to investigate …

[PDF][PDF] An equilibrium optimizer with deep recurrent neural networks enabled intrusion detection in secure cyber-physical systems

EL Lydia, C Santhaiah, MA Ahmed, KV Kumar… - AIMS …, 2024 - aimspress.com
An equilibrium optimizer with deep recurrent neural networks enabled intrusion detection in
secure cyber-physical systems Page 1 AIMS Mathematics, 9(5): 11718–11734. DOI …

Advancements in Anomaly Detection: A Review of Machine Learning Applications in Cyber-Physical System Networks

A Ahmed - 2024 - researchsquare.com
In the practical world, Cyber-Physical Systems have integrated physical systems and
software management in the cyber-world, with networks responsible for information …

Intrusion Detection System using Improved Wild Horse Optimizer-Based DenseNet for Cognitive Cyber-Physical System in Industry 4.0

MM Adnan, K Ramyasree… - 2024 International …, 2024 - ieeexplore.ieee.org
A Cyber-Physical System (CPS) refers to a cyber and physical elements network which
communicate with each other in a manner of feedback. A CPS is significant for daily activity …