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There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures
Maryam Saadat Safa, Seyedmohammad Nouraniboosjin, Fatemeh Ganji +1
The security of printed circuit boards (PCBs) has become increasingly vital as supply chain vulnerabilities, including tampering, present significant risks to electronic systems. W…
Parasitic Circus:On the Feasibility of Golden Free PCB Verification
Maryam Saadat Safa, Patrick Schaumont, Shahin Tajik
Printed circuit boards (PCBs) are an integral part of electronic systems. Hence, verifying their physical integrity in the presence of supply chain attacks (e.g., tampering and cou…
Counterfeit Chip Detection using Scattering Parameter Analysis
Maryam Saadat Safa, Tahoura Mosavirik, Shahin Tajik
The increase in the number of counterfeit and recycled microelectronic chips in recent years has created significant security and safety concerns in various applications. Hence, de…