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Hardware assurance with silicon photonic physical unclonable functions [PDF]

Scientific Reports
In the modern landscape of optical communication networks, ensuring robust security is increasingly critical, particularly for applications requiring seamless integration and minimal attack surfaces. Photonic Physical Unclonable Functions (PUFs) leverage
Mohammad Amin Mahdian, Ebadollah Taheri, Kaveh Rahbardar Mojaver, Mahdi Nikdast   +3 more
doaj   +4 more sources

PCB Component Detection Using Computer Vision for Hardware Assurance

Big Data and Cognitive Computing, 2022
Printed circuit board (PCB) assurance in the optical domain is a crucial field of study. Though there are many existing PCB assurance methods using image processing, computer vision (CV), and machine learning (ML), the PCB field is complex and ...
Wenwei Zhao, Suprith Reddy Gurudu, Shayan Taheri, Shajib Ghosh, Mukhil Azhagan Mallaiyan Sathiaseelan, Navid Asadizanjani   +5 more
doaj   +3 more sources

REFICS: Assimilating Data-Driven Paradigms Into Reverse Engineering and Hardware Assurance on Integrated Circuits

IEEE Access, 2021
Comprehensive hardware assurance approaches guaranteeing trust on Integrated Circuits (ICs) typically require the verification of the IC design layout and functionality through destructive Reverse Engineering (RE). It is a resource intensive process that
Ronald Wilson, Hangwei Lu, Mengdi Zhu, Domenic Forte, Damon L. Woodard   +4 more
doaj   +3 more sources

A Unified, Threat-Validated Taxonomy for Hardware Security Assurance

Journal of Cybersecurity and Privacy
Hardware systems are foundational to critical infrastructure, embedded devices, and consumer products, making robust security assurance essential. However, existing hardware security standards remain fragmented, inconsistent in scope, and difficult to ...
Shao-Fang Wen, Arvind Sharma
doaj   +2 more sources

EVHA: Explainable Vision System for Hardware Testing and Assurance—An Overview

ACM Journal on Emerging Technologies in Computing Systems, 2023
Due to the ever-growing demands for electronic chips in different sectors, semiconductor companies have been mandated to offshore their manufacturing processes. This unwanted matter has made security and trustworthiness of their fabricated chips concerning and has caused the creation of hardware attacks.
Md Mahfuz al hasan, Mohammad Tahsin Mostafiz, Thomas An Le   +2 more
exaly   +3 more sources

A Survey of Electromagnetic Radiation Based Hardware Assurance and Reliability Monitoring Methods in Integrated Circuits

IEEE Access
Electromagnetic (EM) radiation-based hardware assurance methods are gaining prominence due to their non-invasive nature of monitoring the chip activity and the potential for continuous monitoring of integrated circuits (ICs) during operation.
Manoj Yasaswi Vutukuru, John M. Emmert, Rashmi Jha   +2 more
doaj   +3 more sources

Why Is Deep Learning Challenging for Printed Circuit Board (PCB) Component Recognition and How Can We Address It?

Cryptography, 2021
In this paper, we present the need for specialized artificial intelligence (AI) for counterfeit and defect detection of PCB components. Popular computer vision object detection techniques are not sufficient for such dense, low inter-class/high intra ...
Mukhil Azhagan Mallaiyan Sathiaseelan, Olivia P. Paradis, Shayan Taheri, Navid Asadizanjani   +3 more
doaj   +1 more source

SECURE: A Segmentation Quality Evaluation Metric on SEM Images for Reverse Engineering on Integrated Circuits

IEEE Access, 2023
Comprehensive hardware assurance and failure analysis methods require exhaustive validation of the design layout through post-silicon imaging. Overlooked segmentation errors in such images cause significant inflation of resource requirements, both in ...
Ronald Wilson, Olivia P. Dizon-Paradis, Domenic Forte, Damon L. Woodard   +3 more
doaj   +1 more source

Enabling Artificial Intelligence Adoption through Assurance

Social Sciences, 2021
The wide scale adoption of Artificial Intelligence (AI) will require that AI engineers and developers can provide assurances to the user base that an algorithm will perform as intended and without failure.
Laura Freeman, Abdul Rahman, Feras A. Batarseh   +2 more
doaj   +1 more source

Unlocking Hardware Security Assurance: The Potential of LLMs

CoRR, 2023
System-on-Chips (SoCs) form the crux of modern computing systems. SoCs enable high-level integration through the utilization of multiple Intellectual Property (IP) cores. However, the integration of multiple IP cores also presents unique challenges owing to their inherent vulnerabilities, thereby compromising the security of the entire system.
Xingyu Meng, Amisha Srivastava, Ayush Arunachalam, Avik Ray, Pedro Henrique Silva, Rafail Psiakis, Yiorgos Makris, Kanad Basu   +7 more
openaire   +2 more sources