Analysis of safety and security challenges and opportunities related to cyber-physical systems

AH El-Kady, S Halim, MM El-Halwagi, F Khan - Process Safety and …, 2023 - Elsevier
A cyber-physical system (CPS) is an interconnected physical system that can be monitored,
controlled, and operated remotely. A systems-based analysis of CPS is critical for enhancing …

A review on security analysis of cyber physical systems using Machine learning

AA Jamal, AAM Majid, A Konev, T Kosachenko… - Materials today …, 2023 - Elsevier
Abstract The concept of Cyber Physical System (CPS) is widely used in different industries
across the globe. In fact, it is the holistic approach towards dealing with cyber space and …

Machine learning methods for cyber security intrusion detection: Datasets and comparative study

IF Kilincer, F Ertam, A Sengur - Computer Networks, 2021 - Elsevier
The increase in internet usage brings security problems with it. Malicious software can affect
the operation of the systems and disrupt data confidentiality due to the security gaps in the …

CNN based method for the development of cyber-attacks detection algorithms in industrial control systems

D Nedeljkovic, Z Jakovljevic - Computers & Security, 2022 - Elsevier
Extensive communication between smart devices in contemporary Industrial Control
Systems (ICS) opens up a vast area for different cyber-attacks and malicious threats. The …

Intrusion response systems for cyber-physical systems: A comprehensive survey

M Bashendy, A Tantawy, A Erradi - Computers & Security, 2023 - Elsevier
Abstract Cyberattacks on Cyber-Physical Systems (CPS) are on the rise due to CPS
increased networked connectivity and may cause costly environmental hazards as well as …

[HTML][HTML] Managing cybersecurity risks of cyber-physical systems: The MARISMA-CPS pattern

DG Rosado, A Santos-Olmo, LE Sánchez… - Computers in …, 2022 - Elsevier
Cyber-physical systems (CPSs) are smart systems that include engineered interacting
networks of physical and computational components. CPSs have an increasingly presence …

Novel hybrid model for intrusion prediction on cyber physical systems' communication networks based on bio-inspired deep neural network structure

AE Ibor, OB Okunoye, FA Oladeji… - Journal of Information …, 2022 - Elsevier
There are growing concerns on the security of communication networks of Cyber Physical
Systems (CPSs). In a typical Cyber Physical System (CPS), the plant, actuators, sensors and …

XGBoost regression classifier (XRC) model for cyber attack detection and classification using inception V4

KMK Raghunath, VV Kumar… - Journal of Web …, 2022 - ieeexplore.ieee.org
Massive reliance on practical systems has resulted in several security concerns. The ability
to identify anomalies is a critical safety feature enabled by anomaly diagnostic techniques …

Modeling cyberattack propagation and impacts on cyber-physical system safety: An experiment

T Serru, N Nguyen, M Batteux, A Rauzy - Electronics, 2022 - mdpi.com
In this article, we present an experiment we conducted with discrete event simulations to
analyze the effects of multi-step cyberattacks on the safety of cyber-physical systems. We …

On vulnerability of Kalman filtering with holistic estimation performance loss

J Zhou, J Shang, T Chen - Automatica, 2025 - Elsevier
This article addresses the problem of optimal deception attacks against remote state
estimation, where the measurement data is transmitted through an unreliable wireless …