Fishy Cyber Attack Detection in Industrial Control Systems

Cyber attacks have become serious threats to Industrial Control systems as well. It becomes important to develop a serious threat defense system against such vulnerabilities. For such process control systems, safety should also be assured apart from security. As unearthing vulnerabilities and patchi...

Full description

Saved in:
Bibliographic Details
Published inarXiv.org
Main Author Manikanta Reddy Dornala
Format Paper
LanguageEnglish
Published Ithaca Cornell University Library, arXiv.org 24.02.2019
Subjects
Automation
Control systems
Cybersecurity
Industrial electronics
Principal components analysis
Process controls
Short term
Online AccessGet full text

Cover

More Information
Summary:Cyber attacks have become serious threats to Industrial Control systems as well. It becomes important to develop a serious threat defense system against such vulnerabilities. For such process control systems, safety should also be assured apart from security. As unearthing vulnerabilities and patching them is not a feasible solution, these critical infrastructures need safeguards to prevent accidents, both natural and artificial, that could potentially be hazardous. Morita proposed an effective Zone division, capable of evaluating remote and concealed attacks on the system, coupled with Principal Component Analysis. But the need to analyze the node that has been compromised and stopping any further damages, requires an automated technique. Illustrating the basic ideas we'll simulate a simple Water plant. We propose a new automated approach based on Long Short Term Memory networks capable of detecting attacks and pin point the location of the breach.
ISSN:2331-8422