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تُسلط "أضواء على البحوث" الضوء على مجموعة من الإنجازات البحثية المتميزة، بما في ذلك المنشورات المندرجة ضمن تصنيفات (Clarivate-Scopus Q1-Q2)، والتي تُظهر تميز الجامعة في مجالي البحث والابتكار.

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 Language Models (LLMs) are redefining the landscape of cybersecu…

التفاصيل
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 digital landscape evolves, the growing threat of cyberattacks…

التفاصيل
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-and-forensic-applications/364554With the proliferation of di…

التفاصيل
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 ana

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 ana

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-technologies/371036The rapid evolution of health technologi…

التفاصيل
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/revolutionizing-cybersecurity-deep-learning-large/371276As cyber threats …

التفاصيل
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 artificial intelligence (AI) is integrated into scientific, technical…

التفاصيل
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-system/377710The hybrid approach offers two significant contri…

التفاصيل
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-law-policy-stm-enterprises/380487To understand the world of Sc…

التفاصيل
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-image-denoising-in-medical-imaging/381166This chapter propo…

التفاصيل
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)https://www.igi-global.com/chapter/comprehensive-review-and-…

التفاصيل