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 …

FICS PCB X-ray: A dataset for automated printed circuit board inter-layers inspection

D Mehta, J True, OP Dizon-Paradis… - Cryptology ePrint …, 2022 - eprint.iacr.org
Advancements in computer vision and machine learning breakthroughs over the years have
paved the way for automated X-ray inspection (AXI) of printed circuit boards (PCBs) …

Color normalization for robust automatic bill of materials generation and visual inspection of PCBs

OP Paradis, NT Jessurun… - … for Testing and …, 2020 - dl.asminternational.org
Abstract A Bill of Materials (BoM) is the list of all components present on a Printed Circuit
Board (PCB). BoMs are useful for multiple forms of failure analysis and hardware assurance …

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 …

[PDF][PDF] Semi-Supervised Semantic Annotator (S3A): Toward Efficient Semantic Labeling.

N Jessurun, DE Capecci… - …, 2022 - conference.scipy.org.s3.amazonaws …
Semi-Supervised Semantic Annotator (S3A): Toward Efficient Semantic Labeling Page 1
PROC. OF THE 21st PYTHON IN SCIENCE CONF. (SCIPY 2022) 7 Semi-Supervised Semantic …

Simulation-Based Approach to Generating Golden Data for PCB-Level Hardware Trojan Detection Using Capacitive Sensor

S Kaji, D Fujimoto, Y Hayashi - 2023 IEEE Physical Assurance …, 2023 - ieeexplore.ieee.org
Reports highlight the threat of Hardware Trojans (HTs) being inserted not only into
Integrated Circuits (ICs) but also into items such as Printed Circuit Boards (PCBs) and …

Optical Automated Interconnect Inspection of Printed Circuit Boards

P Craig, J Pearson, S Ghosh… - … for Testing and …, 2024 - dl.asminternational.org
In critical fields such as automotive, medicine, and defense, ensuring the reliability of
microelectronics has been paramount given the extensive nature of their globalized supply …

[PDF][PDF] Using deep learning for the dynamic evaluation of road marking features from laser imaging

M Tual, V Muzet, P Foucher, C Heinkele… - IMPROVE, 2024 - hal.science
Road markings are essential guidance elements for both drivers and driver assistance
systems: their maintenance requires regularly scheduled performance surveys. In this paper …

[PDF][PDF] Dynamic evaluation of road marking features from laser imaging using deep learning

M Tual, V Muzet, P Charbonnier, P Foucher… - 2023 - hal.science
Evaluation en dynamique de la qualité du marquage routier par apprentissage profond à partir
de données LCMS Page 1 HAL Id: hal-04207561 https://hal.science/hal-04207561v2 Submitted …