Enhancing Malware Detection Through Machine Learning Using XAI with SHAP Framework. - Nihala Basheer; Bernardi Pranggono; Shareeful Islam; Spyridon Papastergiou; Haralambos Mouratidis (AIAI (1), 2024)

Adoption of Deep-Learning Models for Managing Threat in API Calls with Transparency Obligation Practice for Overall Resilience. - Nihala Basheer; Shareeful Islam; Mohammed K. S. Alwaheidi; Spyridon Papastergiou (Sensors, 2024)

Vulnerability Patch Prediction Using LLM Based Bert Model with Trustworthy AI Practice for Cyber Security Enhancement. - Nihala Basheer; Shareeful Islam; Spyridon Papastergiou; Haralambos Mouratidis; Nikolaos Papagiannopoulos (AIAI (4), 2025)

Composite Product Cybersecurity Certification Using Explainable AI Based Dynamic Risk Assessment. - Nihala Basheer; Shareeful Islam; Spyridon Papastergiou; Eleni-Maria Kalogeraki (CSR, 2025)

Intelligent dynamic cybersecurity risk management framework with explainability and interpretability of AI models for enhancing security and resilience of digital infrastructure. - Shareeful Islam; Nihala Basheer; Spyridon Papastergiou; Mario Ciampi; Stefano Silvestri (J. Reliab. Intell. Environ., 2025)