Early Detection of Hardware Trojans Using Neural Controlled Differential Equations and Analysis of Power Traces

Evolving Hardware Trojans pose a serious threat to modern digital systems by evading traditional detection through stealthy, adaptive behavior. Even recent methods that leverage advances in machine learning can only detect them after activation, leaving a critical window for potential security...