Sujan Ghimire

According to our database, Sujan Ghimire authored at least 19 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Can Agents Secure Hardware? Evaluating Agentic LLM-Driven Obfuscation for IP Protection.

Sujan Ghimire, Parsa Mirfasihi, Muhtasim Alam Chowdhury, Veeramani Pugazhenthi, Harish Kumar Dharavath, Farshad Firouzi, Rozhin Yasaei, Pratik Satam, Soheil Salehi

Proceedings of the 44th IEEE VLSI Test Symposium, 2026

LeakSEAL: Power Side-Channel Leakage Analysis and Mitigation for Secure Edge AI Learning.

Veeramani Pugazhenthi, Md Muhtasim Alam Chowdhury, Sujan Ghimire, Harish Kumar Dharavath, Parsa Mirfasihi, Nader Sehatbakhsh, Pratik Satam, Soheil Salehi

Proceedings of the Great Lakes Symposium on VLSI 2026, 2026

2025

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 Trans. Design Autom. Electr. Syst., November, 2025

Hardware Design and Security Needs Attention: From Survey to Path Forward.

Sujan Ghimire, Muhtasim Alam Chowdhury, Banafsheh Saber Latibari, Muntasir Mamun, Jaeden Wolf Carpenter, Benjamin Tan, Hammond Pearce, Pratik Satam, Soheil Salehi

CoRR, April, 2025

Personalized Education with Generative AI and Digital Twins: VR, RAG, and Zero-Shot Sentiment Analysis for Industry 4.0 Workforce Development.

Yu-Zheng Lin, Karan Petal, Ahmed Alhamadah, Sujan Ghimire, Matthew William Redondo, David Rafael Vidal Corona, Jesus Pacheco, Soheil Salehi, Pratik Satam

CoRR, February, 2025

Bare-Metal Firmware Fuzzing: A Survey of Techniques and Approaches.

Asmita, Ryan Tsang, Sujan Ghimire, Soheil Salehi, Houman Homayoun

IEEE Access, 2025

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

Proceedings of the IEEE International Conference on Data Mining, 2025

Llm4mcu-Onto: Leveraging Llms for Automated Ontology Generation From Microcontroller Reference Manual.

Asmita, Grisha Bandodkar, Sujan Ghimire, Shaurya Srivastav, Soheil Salehi, Houman Homayoun

Proceedings of the 43rd IEEE International Conference on Computer Design, 2025

2024

Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model.

Sujan Ghimire, Ravinesh C. Deo, S. Ali Pourmousavi, David Casillas-Pérez, Sancho Salcedo-Sanz

Eng. Appl. Artif. Intell., 2024

Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model.

Sujan Ghimire, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, S. Ali Pourmousavi, U. Rajendra Acharya

Eng. Appl. Artif. Intell., 2024

Transforming Engineering Education Using Generative AI and Digital Twin Technologies.

Yu-Zheng Lin, Ahmed Hussain J. Alhamadah, Matthew William Redondo, Karan Himanshu Patel, Sujan Ghimire, Banafsheh Saber Latibari, Soheil Salehi, Pratik Satam

CoRR, 2024

Automated Hardware Logic Obfuscation Framework Using GPT.

Banafsheh Saber Latibari, Sujan Ghimire, Muhtasim Alam Chowdhury, Najmeh Nazari, Kevin Immanuel Gubbi, Houman Homayoun, Avesta Sasan, Soheil Salehi

CoRR, 2024

Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course.

Sujan Ghimire, Shahab A. Abdulla, Lionel P. Joseph, Salvin Prasad, Angela Murphy, Aruna Devi, Prabal Datta Barua, Ravinesh C. Deo, Udyavara Rajendra Acharya, Zaher Mundher Yaseen

Comput. Educ. Artif. Intell., 2024

Transformers: A Security Perspective.

Banafsheh Saber Latibari, Najmeh Nazari, Muhtasim Alam Chowdhury, Kevin Immanuel Gubbi, Chongzhou Fang, Sujan Ghimire, Elahe Hosseini, Hossein Sayadi, Houman Homayoun, Soheil Salehi, Avesta Sasan

IEEE Access, 2024

Educational Tool-spaces for Convolutional Neural Network FPGA Design Space Exploration Using High-Level Synthesis.

Richard C. Yarnell, Mousam Hossain, Raul Graterol, Ayush Pindoria, Sujan Ghimire, Muhtasim Alam Chowdhury, Soheil Salehi, Yu Bai, Ronald F. DeMara

Proceedings of the Great Lakes Symposium on VLSI 2024, 2024

Interactive Framework for Cybersecurity Education and Future Workforce Development.

Sujan Ghimire, Muhtasim Alam Chowdhury, Ryan Tsang, Richard C. Yarnell, Emma Heckert, Jaeden Wolf Carpenter, Yu-Zheng Lin, Muntasir Mamun, Ronald F. DeMara, Setareh Rafatirad, Pratik Satam, Soheil Salehi

Proceedings of the IEEE Frontiers in Education Conference, 2024

2023

Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction.

Sujan Ghimire, Thong Nguyen-Huy, Ramendra Prasad, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, Binayak Bhandari

Cogn. Comput., March, 2023

2022

Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia.

Sujan Ghimire, Binayak Bhandari, David Casillas-Pérez, Ravinesh C. Deo, Sancho Salcedo-Sanz

Eng. Appl. Artif. Intell., 2022

2021

Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm.

W. J. M. Lakmini Prarthana Jayasinghe, Ravinesh C. Deo, Afshin Ghahramani, Sujan Ghimire, Nawin Raj

IEEE Access, 2021