The rise of cyber threats poses a major risk to industrial control systems (ICS). These advanced systems control critical infrastructure, and their compromise can have devastating consequences. Implementing robust security measures is essential to safeguard ICS from malicious actors. A comprehensive security strategy should encompass a multi-layer