A survey on machine learning against hardware trojan attacks: Recent advances and challenges

Z Huang, Q Wang, Y Chen, X Jiang - IEEE Access, 2020 - ieeexplore.ieee.org
The remarkable success of machine learning (ML) in a variety of research domains has
inspired academic and industrial communities to explore its potential to address hardware …

On malicious implants in PCBs throughout the supply chain

J Harrison, N Asadizanjani, M Tehranipoor - Integration, 2021 - Elsevier
The PCB supply chain has become globally distributed such that PCBs are vulnerable to
hardware Trojan attacks. Moreover, attacks on PCBs are possible even after a system is …

PDNPulse: Sensing PCB anomaly with the intrinsic power delivery network

H Zhu, H Shan, D Sullivan, X Guo… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The ubiquitous presence of printed circuit boards (PCBs) in modern electronic systems and
embedded devices makes their integrity a top security concern. To take advantage of the …

ScatterVerif: Verification of electronic boards using reflection response of power distribution network

T Mosavirik, F Ganji, P Schaumont, S Tajik - ACM Journal on Emerging …, 2022 - dl.acm.org
The globalization of electronic systems' fabrication has made some of our most critical
systems vulnerable to supply chain attacks. Implanting spy chips on the printed circuit …

Multi-Modal Side Channel Data Driven Golden-Free Detection of Software and Firmware Trojans

P Krishnamurthy, VR Surabhi, H Pearce… - … on Dependable and …, 2022 - ieeexplore.ieee.org
This study explores data-driven detection of firmware/software Trojans in embedded
systems without golden models. We consider embedded systems such as single board …

SoK: A Security Architect's View of Printed Circuit Board Attacks

J Harrison, N Jessurun, M Tehranipoor - arXiv preprint arXiv:2410.09993, 2024 - arxiv.org
Many recent papers have proposed novel electrical measurements or physical inspection
technologies for defending printed circuit boards (PCBs) and printed circuit board …

EOP: An encryption-obfuscation solution for protecting PCBs against tampering and reverse engineering

Z Guo, X Xu, MM Tehranipoor, D Forte - arXiv preprint arXiv:1904.09516, 2019 - arxiv.org
PCBs are the core components for the devices ranging from the consumer electronics to
military applications. Due to the accessibility of the PCBs, they are vulnerable to the attacks …

Models for System-Level and Detection-Based Printed Circuit Board Attacks and Countermeasures

J Harrison - 2024 - search.proquest.com
To secure PCB assemblies, methods for detecting counterfeit components, malicious
modifications, and in-field tampering have been proposed. However, concerning trends …

Security Analysis of Hidden Analog-Domain Vulnerabilities in Digital Electronic Systems: A Deep Dive into Power Delivery Networks

H Zhu - 2023 - search.proquest.com
Abstract The Power Delivery Network (PDN) is an essential universal sub-system for any
electronic system to operate correctly. Modern electronic systems are growing exponentially …

[图书][B] Investigation into detection of hardware trojans on printed circuit boards

G Piliposyan - 2023 - search.proquest.com
The modern semiconductor device manufacturing flow is becoming increasingly vulnerable
to malicious implants called Hardware Trojans (HT). With HTs becoming stealthier a need …