Research Highlights


Research Highlights presents a collection of outstanding research achievements, including Clarivate-scopus (Q1-Q2) publications that demonstrate the university’s excellence in research and innovation

Link of ( Discover research from DPU faculty )



Application of Large Language Models (LLMs) for Software Vulnerability Detection

Application of Large Language Models (LLMs) for Software Vulnerability Detection

Marwan Omar (Illinois Institute of Technology, USA) and Hewa Majeed Zangana (Duhok Polytechnic University, Iraq)https://www.igi-global.com/book/application-large-language-models-llms/355254Large Lang…

Details
Leveraging Large Language Models for Quantum-Aware Cybersecurity

Leveraging Large Language Models for Quantum-Aware Cybersecurity

Hewa Majeed Zangana (Duhok Polytechnic University, Iraq) and Marwan Omar (Illinois Institute of Technology, USA)https://www.igi-global.com/book/leveraging-large-language-models-quantum/361898As the d…

Details
Image Denoising Techniques for Cybersecurity and Forensic Applications: AI-Driven Approaches

Image Denoising Techniques for Cybersecurity and Forensic Applications: AI-Driven Approaches

Hewa Majeed Zangana (Duhok Polytechnic University, Iraq) and Firas Mahmood Mustafa (Duhok Polytechnic University, Iraq)https://www.igi-global.com/chapter/image-denoising-techniques-for-cybersecurity-…

Details
As cyber threats grow, national security measures struggle to keep pace with sophisticated attacks. Deep learning and large language models (LLMs) revolutionize cybersecurity by enabling advanced threat detection automated response mechanisms and analytic

As cyber threats grow, national security measures struggle to keep pace with sophisticated attacks. Deep learning and large language models (LLMs) revolutionize cybersecurity by enabling advanced threat detection automated response mechanisms and analytic

Hewa Majeed Zangana (Duhok Polytechnic University, Iraq) and Marwan Omar (Illinois Institute of Technology, USA)https://www.igi-global.com/chapter/the-role-of-leadership-in-advancing-inclusive-health…

Details
Revolutionizing Cybersecurity With Deep Learning and Large Language Models

Revolutionizing Cybersecurity With Deep Learning and Large Language Models

Hewa Majeed Zangana (Duhok Polytechnic University, Iraq), Jamal Al-Karaki (Zayed University, UAE), and Marwan Omar (Illinois Institute of Technology, USA)https://www.igi-global.com/book/revolutionizi…

Details
Ensuring Secure and Ethical STM Research in the AI Era

Ensuring Secure and Ethical STM Research in the AI Era

Hewa Majeed Zangana (Duhok Polytechnic University, Iraq) and Marwan Omar (Illinois Institute of Technology, USA)https://www.igi-global.com/book/ensuring-secure-ethical-stm-research/377047As artificia…

Details
A Novel Hybrid Wavelet-GAN Image Denoising System

A Novel Hybrid Wavelet-GAN Image Denoising System

Hewa Majeed Zangana (Duhok Polytechnic University, Iraq) and Firas Mahmood Mustafa (Duhok Polytechnic University, Iraq)https://www.igi-global.com/chapter/a-novel-hybrid-wavelet-gan-image-denoising-sy…

Details
Navigating Law and Policy in STM Enterprises: Ethical Governance, Regulation, and Innovation Strategy

Navigating Law and Policy in STM Enterprises: Ethical Governance, Regulation, and Innovation Strategy

Hewa Majeed Zangana (Duhok Polytechnic University, Iraq), Jamal Al-Karaki (Zayed University, UAE), and Marwan Omar (Illinois Institute of Technology, USA)https://www.igi-global.com/book/navigating-la…

Details
Wavelet-Autoencoder Hybrid Model for Enhanced Image Denoising in Medical Imaging

Wavelet-Autoencoder Hybrid Model for Enhanced Image Denoising in Medical Imaging

Hewa Majeed Zangana (Duhok Polytechnic University, Iraq) and Firas Mahmood Mustafa (Duhok Polytechnic University, Iraq)https://www.igi-global.com/chapter/wavelet-autoencoder-hybrid-model-for-enhanced…

Details
Comprehensive Review and Analysis of Network Firewall Rule Analyzers: Enhancing Security Posture and Efficiency

Comprehensive Review and Analysis of Network Firewall Rule Analyzers: Enhancing Security Posture and Efficiency

Hewa Majeed Zangana (Duhok Polytechnic University, Iraq), Marwan Omar (Independent Researcher, USA), Jamal N. Al-Karaki (Independent Researcher, UAE), and Derek Mohammed (Independent Researcher, USA)…

Details