Sujan Ghimire

18 papers C 2Journal 14Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bare-Metal Firmware Fuzzing: A Survey of Techniques and Approaches.
IEEE Access
Asmita, Ryan Tsang, Sujan Ghimire, Soheil Salehi, Houman Homayoun
2025 J jnl
HWREx: AI-enabled Hardware Weakness and Risk Exploration and Storytelling Framework with LLM-assisted Mitigation Suggestion.
ACM Trans. Design Autom. Electr. Syst.
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
2025 J jnl
Hardware Design and Security Needs Attention: From Survey to Path Forward.
CoRR
Sujan Ghimire, Muhtasim Alam Chowdhury, Banafsheh Saber Latibari, Muntasir Mamun, Jaeden Wolf Carpenter, Benjamin Tan, Hammond Pearce, Pratik Satam, Soheil Salehi
2025 — conf
LLM-HyPZ: Hardware Vulnerability Discovery Using an LLM-Assisted Hybrid Platform for Zero-Shot Knowledge Extraction and Refinement.
ICDM (Workshops)
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 J jnl
LLM-HyPZ: Hardware Vulnerability Discovery using an LLM-Assisted Hybrid Platform for Zero-Shot Knowledge Extraction and Refinement.
CoRR
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 C conf
Llm4mcu-Onto: Leveraging Llms for Automated Ontology Generation From Microcontroller Reference Manual.
ICCD
Asmita, Grisha Bandodkar, Sujan Ghimire, Shaurya Srivastav, Soheil Salehi, Houman Homayoun
2025 J jnl
Personalized Education with Generative AI and Digital Twins: VR, RAG, and Zero-Shot Sentiment Analysis for Industry 4.0 Workforce Development.
CoRR
Yu-Zheng Lin, Karan Petal, Ahmed Alhamadah, Sujan Ghimire, Matthew William Redondo, David Rafael Vidal Corona, Jesus Pacheco, Soheil Salehi, Pratik Satam
2024 J jnl
Automated Hardware Logic Obfuscation Framework Using GPT.
CoRR
Banafsheh Saber Latibari, Sujan Ghimire, Muhtasim Alam Chowdhury, Najmeh Nazari, Kevin Immanuel Gubbi, Houman Homayoun, Avesta Sasan, Soheil Salehi
2024 — conf
Educational Tool-spaces for Convolutional Neural Network FPGA Design Space Exploration Using High-Level Synthesis.
ACM Great Lakes Symposium on VLSI
Richard C. Yarnell, Mousam Hossain, Raul Graterol, Ayush Pindoria, Sujan Ghimire, Muhtasim Alam Chowdhury, Soheil Salehi, Yu Bai, Ronald F. DeMara
2024 J jnl
Explainable artificial intelligence-machine learning models to estimate overall scores in tertiary preparatory general science course.
Comput. Educ. Artif. Intell.
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
2024 C conf
Interactive Framework for Cybersecurity Education and Future Workforce Development.
FIE
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
2024 J jnl
Point-based and probabilistic electricity demand prediction with a Neural Facebook Prophet and Kernel Density Estimation model.
Eng. Appl. Artif. Intell.
Sujan Ghimire, Ravinesh C. Deo, S. Ali Pourmousavi, David Casillas-Pérez, Sancho Salcedo-Sanz
2024 J jnl
Probabilistic-based electricity demand forecasting with hybrid convolutional neural network-extreme learning machine model.
Eng. Appl. Artif. Intell.
Sujan Ghimire, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, S. Ali Pourmousavi, U. Rajendra Acharya
2024 J jnl
Transformers: A Security Perspective.
IEEE Access
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
2024 J jnl
Transforming Engineering Education Using Generative AI and Digital Twin Technologies.
CoRR
Yu-Zheng Lin, Ahmed Hussain J. Alhamadah, Matthew William Redondo, Karan Himanshu Patel, Sujan Ghimire, Banafsheh Saber Latibari, Soheil Salehi, Pratik Satam
2023 J jnl
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction.
Cogn. Comput.
Sujan Ghimire, Thong Nguyen-Huy, Ramendra Prasad, Ravinesh C. Deo, David Casillas-Pérez, Sancho Salcedo-Sanz, Binayak Bhandari
2022 J jnl
Hybrid deep CNN-SVR algorithm for solar radiation prediction problems in Queensland, Australia.
Eng. Appl. Artif. Intell.
Sujan Ghimire, Binayak Bhandari, David Casillas-Pérez, Ravinesh C. Deo, Sancho Salcedo-Sanz
2021 J jnl
Deep Multi-Stage Reference Evapotranspiration Forecasting Model: Multivariate Empirical Mode Decomposition Integrated With the Boruta-Random Forest Algorithm.
IEEE Access
W. J. M. Lakmini Prarthana Jayasinghe, Ravinesh C. Deo, Afshin Ghahramani, Sujan Ghimire, Nawin Raj