Research
You can find all of my publications on Google Scholar.
NOTE: This directory may contains links or pdf/ps files of articles that may be covered by copyright. You may browse the articles at your convenience, in the same spirit as you may read a journal or a proceedings article in a public library. Retrieving, copying, or distributing these files may violate copyright protection laws.
Journal Articles
Protecting Dynamically Obfuscated Scan Chain Architecture from DOSCrack with Trivium Pseudo-Random Number Generation Journal Article
In: Cryptography, vol. 9, no. 1, pp. 6, 2025, ISSN: 2410-387X.
IC SEM Reverse Engineering Tutorial using Artificial Intelligence Journal Article
In: IEEE Design & Test, pp. 1–1, 2025, ISSN: 2168-2364.
MaGNIFIES: Manageable GAN Image Augmentation Framework for Inspection of Electronic Systems Journal Article
In: Journal of Hardware and Systems Security, vol. 8, no. 1, pp. 44–59, 2024, ISSN: 2509-3436.
Maximizing Relation Extraction Potential: A Data-Centric Study to Unveil Challenges and Opportunities Journal Article
In: IEEE Access, vol. 12, pp. 167655–167682, 2024, ISSN: 2169-3536.
Resource Usage Evaluation of Discrete Model-Free Deep Reinforcement Learning Algorithms Journal Article
In: Reinforcement Learning Journal, vol. 5, pp. 2162–2177, 2024.
A Fast Object Detection-Based Framework for Via Modeling on PCB X-Ray CT Images Journal Article
In: ACM Journal on Emerging Technologies in Computing Systems, vol. 19, no. 4, pp. 1–20, 2023, ISSN: 1550-4840.
A Comprehensive Taxonomy of Visual Printed Circuit Board Defects Journal Article
In: Journal of Hardware and Systems Security, vol. 7, no. 2–3, pp. 25–43, 2023, ISSN: 2509-3436.
FPIC: A Novel Semantic Dataset for Optical PCB Assurance Journal Article
In: ACM Journal on Emerging Technologies in Computing Systems, vol. 19, no. 2, pp. 1–21, 2023, ISSN: 1550-4840.
A Survey and Perspective on Artificial Intelligence for Security-Aware Electronic Design Automation Journal Article
In: ACM Transactions on Design Automation of Electronic Systems, vol. 28, no. 2, pp. 1–57, 2023, ISSN: 1557-7309.
SECURE: A Segmentation Quality Evaluation Metric on SEM Images for Reverse Engineering on Integrated Circuits Journal Article
In: IEEE Access, vol. 11, pp. 137798–137809, 2023, ISSN: 2169-3536.
Why Is Deep Learning Challenging for Printed Circuit Board (PCB) Component Recognition and How Can We Address It? Journal Article
In: Cryptography, vol. 5, no. 1, pp. 9, 2021, ISSN: 2410-387X.
The Big Hack Explained: Detection and Prevention of PCB Supply Chain Implants Journal Article
In: ACM Journal on Emerging Technologies in Computing Systems, vol. 16, no. 4, pp. 1–25, 2020, ISSN: 1550-4840.
Component Detection and Evaluation Framework (CDEF): A Semantic Annotation Tool Journal Article
In: Microscopy and Microanalysis, vol. 26, no. S2, pp. 1470–1474, 2020, ISSN: 1435-8115.
He-ion Beam Imaging for Accurate Hardware Trojan Detection Journal Article
In: Microscopy and Microanalysis, vol. 26, no. S2, pp. 188–190, 2020, ISSN: 1435-8115.
Book Chapters
Machine Learning in Marketing Research Book Chapter
In: Artificial Intelligence, Machine Learning, and Robot Applications in Hospitality Businesses, Chapter 4, Kendall Hunt, 1, 2024, ISBN: 9798765783818.
Methods and Theories in AI and ML Approaches Book Chapter
In: Artificial Intelligence, Machine Learning, and Robot Applications in Hospitality Businesses, Chapter 13, Kendall Hunt, 1, 2024, ISBN: 9798765783818.
Proceedings Articles
Genetic Algorithm-Assisted Golden-Free Standard Cell Library Extraction from SEM Images Proceedings Article
In: 2025 26th International Symposium on Quality Electronic Design (ISQED), pp. 1–8, International Symposium on Quality Electronic Design (ISQED) IEEE, 2025, (Accepted).
DOSCrack: Deobfuscation Using Oracle-Guided Symbolic Execution and Clustering of Binary Security Keys Proceedings Article
In: 2024 IEEE International Symposium on Hardware Oriented Security and Trust (HOST), pp. 227–232, IEEE, 2024.
Semi-Supervised Semantic Annotator (S3A): Toward Efficient Semantic Labeling Proceedings Article
In: Proceedings of the 21st Python in Science Conference, pp. 7–12, SciPy, 2022, ISSN: 2575-9752.
A Comparison of Neural Networks for PCB Component Segmentation Proceedings Article
In: 2021 IEEE International Symposium on Hardware Oriented Security and Trust (HOST), pp. 113–123, IEEE, 2021.