Skip to content
Sujan Ghimire

Publications

Publications

Peer-reviewed journal, conference, and workshop papers. My name is highlighted in each author list. Use the filters or search to browse, and copy a BibTeX entry with one click. A complete, automatically updated list is also available on Google Scholar.

Showing 15 of 15 publications

2026

IEEE MicroJournal

Stealthy Hardware Trojans in AI Accelerators: Attacks on Transformer, Convolutional Neural Network, and Systolic Architectures

Harish Kumar Dharavath, Banafsheh Saber Latibari, Kevin Immanuel Gubbi, Muhtasim Alam Chowdhury, Sujan Ghimire, Rozhin Yasaei, Pratik Satam, Avesta Sasan, Houman Homayoun, Soheil Salehi

IEEE Micro, vol. 46, no. 3, pp. 88-98, 2026.

DOI for Stealthy Hardware Trojans in AI Accelerators: Attacks on Transformer, Convolutional Neural Network, and Systolic Architectures (opens in new tab)

2025

IEEE ICDMW 2025Workshop

LLM-HyPZ: Hardware Vulnerability Discovery Using an LLM-Assisted Hybrid Platform for Zero-Shot Knowledge Extraction and Refinement

Yu-Zheng Lin, Sujan Ghimire, Abhiram Nandimandalam, Jonah Michael Camacho, Unnati Tripathi, Rony Macwan, Sicong Shao, Setareh Rafatirad, Rozhin Yasaei, Pratik Satam, Soheil Salehi

2025 IEEE International Conference on Data Mining Workshops (ICDMW), pp. 1268-1273, 2025.

DOI for LLM-HyPZ: Hardware Vulnerability Discovery Using an LLM-Assisted Hybrid Platform for Zero-Shot Knowledge Extraction and Refinement (opens in new tab)
ACM TODAESJournal

HWREx: AI-enabled Hardware Weakness and Risk Exploration and Storytelling Framework with LLM-assisted Mitigation Suggestion

Sujan Ghimire, Yu-Zheng Lin, Muntasir Mamun, Muhtasim Alam Chowdhury, Farhad Alemi, Shuyu Cai, Jinduo Guo, Mingyu Zhu, Honghui Li, Banafsheh Saber Latibari, Setareh Rafatirad, Pratik Satam, Soheil Salehi

ACM Transactions on Design Automation of Electronic Systems, vol. 30, no. 6, pp. 1-33, 2025.

DOI for HWREx: AI-enabled Hardware Weakness and Risk Exploration and Storytelling Framework with LLM-assisted Mitigation Suggestion (opens in new tab)
arXiv 2025Preprint

Large Language Models and Attention-Based AI for Hardware Design and Security: Progress, Challenges, and Opportunities

Sujan Ghimire, Parsa Mirfasihi, Muhtasim Alam Chowdhury, Harish Kumar Dharavath, Banafsheh Saber Latibari, Muntasir Mamun, Jaeden Wolf Carpenter, Benjamin Tan, Hammond Pearce, Krishnendu Chakrabarty, Pratik Satam, Soheil Salehi

arXiv preprint arXiv:2504.08854, 2025.

DOI for Large Language Models and Attention-Based AI for Hardware Design and Security: Progress, Challenges, and Opportunities (opens in new tab) PDF
ASEE 2025Conference

2024