Dr.-Ing. Loui Al Sardy

Computer Science 7 (Computer Networks and Communication Systems) Department Informatik

ML-Powered Test Case Prioritisation: Leveraging Code Changes for Optimal Testing (2026) Al Sardy L, Markert N, German R Conference contribution Data-Driven Modelling and Estimation of Global Cyberattack Impact Using Expanded Machine-Learning Analysis (2026) Baklizi M, Alkhazaleh M, Al Sardy L Conference contribution Machine Learning Models for SQL Injection Detection: A Comparative Analysis and Hybrid Framework Proposal (2026) Baklizi M, Alkhazaleh M, Al Sardy L Conference contribution Parameter-Efficient LLMs for Flow-Based Intrusion Detection (2026) Muhammad M, Wunsch A, Al Sardy L Conference contribution HEURISTIC-GUIDED DETECTION OF RESOURCE EXHAUSTION VULNERABILITIES FOR ENHANCING RESILIENCE IN AUTONOMOUS SYSTEMS (2026) Al Sardy L, Muhammad M, Shaaban AM, Baklizi M Conference contribution Deploying Vision Foundation Models for Scalable Object Recognition in Web-Based Production Systems: Architecture, Integration, and Optimization (2026) Baklizi MK, Alkhazaleh M, Al Sardy L Authored book ADVIS-G: An Adversarially Defended Intrusion Detection System for Smart Grids Using Deep Learning (2026) Acharya R, Al Sardy L, Muhammad M, German R Journal article Securing the Digital Playground: Privacy and Data Protection Frameworks for Gamified Urban Interventions (2026) Alkhazaleh M, Baklizi M, Al Sardy L Book chapter / Article in edited volumes HyFuzz: A Hybrid AI-Enhanced Vulnerability Detection Framework (2025) Fu Y, German R, Al Sardy L Conference contribution HyLLM-IDS: A Conceptual Hybrid LLM-Assisted Intrusion Detection Framework for Cyber-Physical Systems (2025) Muhammad M, Shaaban AM, German R, Al Sardy L Conference contribution