research

Our research

In-depth research and analysis to drive innovation

16/08/2026

1 min read By Dr. Mustafa Sadiq

Zero-Trust and AI Governance Readiness in MENA Critical Infrastructure

https://www.mediafire.com/file/pmv7suxpdzonjlr/ZAGRI+White+Paper+V1.0.pdf/file

04/04/2026

1 min read By Dr. Mustafa Sadiq

PyCPS-IDS: A Python-Based Cyber-Physical Simulation Framework for AI-Driven Intrusion Detection in Smart City IoT Networks

https://www.researchgate.net/publication/401441764_PyCPS-IDS_A_Python-Based_Cyber-Physical_Simulation_Framework_for_AI-Driven_Intrusion_Detection_in_Smart_City_IoT_Networks

02/04/2026

1 min read By Dr. Mustafa Sadiq

AI-Driven Threat Intelligence for IoT Networks: Leveraging Machine Learning for Enhanced Intrusion Detection

As Internet of Things (IoT) devices continue to spread, they also create many new entry points for cyberattacks. Traditional security methods struggle to keep up, which makes smarter and more adaptive defenses necessary. This paper introduces an Artificia

02/04/2026

1 min read By Dr. Mustafa Sadiq

Beamforming, Handover, and gNB Optimization for 5G/6G mmWave in Enterprise Networks: A ns-3 and NYUSIM-Based Study

This paper presents a simulation-based framework to optimize 5G/6G mmWave network deployments in enterprise environments. Using ns-3 and NYUSIM, it evaluates next-generation Node B (gNB) placement, beamforming, and handover strategies across factory, offi

02/04/2026

1 min read By Dr. Mustafa Sadiq

Deep Learning for Enhanced Anomaly Detection in Wireless Communication Networks using Channel State Information (CSI)

This research introduces a deep learning-based framework for anomaly detection in wireless communication networks using Channel State Information (CSI)—a fine-grained physical-layer signal that captures wireless channel dynamics. Traditional detection met

02/04/2026

1 min read By Dr. Mustafa Sadiq

Enhancing User and Entity Behavior Analytics in SIEM Systems Using AI-Powered Anomaly Detection: A Data-Driven Simulation Approach

The growing sophistication of cyber threats exposes the limits of signature-based detection in Security Information and Event Management (SIEM) systems. User and Entity Behavior Analytics (UEBA) advances SIEM by enabling behavior-based anomaly detection,

02/04/2026

1 min read By Dr. Mustafa Sadiq

A Hybrid Intrusion Detection Framework for CyberPhysical Security in Smart Home/Smart City IoT Systems

The rapid expansion of smart home and smart city technologies has introduced a complex array of interconnected Internet of Things (IoT) devices, exposing both cyber and physical infrastructures to a growing spectrum of security threats. Traditional cybers

02/04/2026

1 min read By Dr. Mustafa Sadiq

Interdisciplinary Approaches to Smart City Development: Integrating Engineering, Urban Planning, and Social Sciences with AI and Cybersecurity Governance

Smart cities represent a nexus where urban planning, engineering, digital technologies, and societal needs converge. In emerging economies such as Iraq, conventional top-down smart city models often fail to account for contextual realities, resulting in f

02/04/2026

1 min read By Dr. Mustafa Sadiq

An AI-Driven Framework for Adaptive eSystems in Harsh Environments: A Case Study from Oilfield IoT Applications

Harsh industrial environments such as oilfields present unique challenges to electronic systems, including extreme temperatures, limited connectivity, power constraints, and operational unpredictability. Traditional Internet of Things (IoT) deployments of

02/04/2026

1 min read By Admin User

AI-Driven Digital Twin Frameworks for Predictive Monitoring of IoT Networks in Harsh Environments

Keeping IoT networks running reliably in harsh environments is still a tough problem. Sensors wear out, communication links are unreliable, and maintenance quickly becomes expensive. These issues make traditional monitoring approaches fragile and slow to

25/11/2025

15 min read By Admin User

Report about the Cost of Data Breaches in the Energy Sector

Insights and Mitigation Strategies

19/11/2025

8 min read By Admin User

The Evolving Landscape of Cyber Threats in the Oil and Gas Sector: Challenges, Trends, and Mitigation Strategies

Research and Development (R&D) Department, Daw Alfada - January 2nd 2025

No more research to load

Chat with AI Assistant