Hardware security · PhD research

Nazmul Haque Turja

PhD student and Graduate Research Assistant at the University of Delaware

Hardware security, from design to verification.

My PhD research in Electrical and Computer Engineering focuses on hardware security, advised by Prof. Satwik Patnaik. I bring experience in GPU logic design and pre-silicon verification at Intel, alongside prior research in computer architecture and performance modeling.

Research areas

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Hardware security

The focus of my PhD: understanding and improving the security of hardware systems.

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Hardware design & verification

Exploring LLMs and AI agents for hardware design and verification.

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Architecture & performance

Prior work in GPU performance prediction and CPU bottleneck analysis informs my hardware research.

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Selected publications

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2023

BB-ML: Basic Block Performance Prediction using Machine Learning Techniques

Hamdy Abdelkhalik, Shamminuj Aktar, Yehia Arafa, Atanu Barai, Gopinath Chennupati, Nandakishore Santhi, Nishant Panda, Nirmal Prajapati, Nazmul Haque Turja, Stephan Eidenbenz, Abdel-Hameed Badawy.

29th IEEE International Conference on Parallel and Distributed Systems (ICPADS) · 2023

Predicting GPU basic block execution counts for larger workloads from smaller input configurations.

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