Fabio Pierazzi

Dr Fabio Pierazzi is an Associate Professor in Information Security at the Department of Computer Science, University College London. His research focuses on enhancing systems security through AI, particularly in environments where attackers rapidly adapt to defenses. He investigates adversarial attacks, concept drift mitigation, and explainability of ML-based security systems.

• Research emphasizes adversarial machine learning in security contexts
• Works on practical applications in malware analysis and network intrusion detection
• Explores concept drift robustness and problem-space constraints
• Collaborates with industry to improve real-world security solutions

His publications span top-tier venues like IEEE Security & Privacy, ACM CCS, and USENIX Security. Key themes include adversarial robustness, security evaluation methodologies, and AI's limitations in practice. He supervises research degrees and provides consultancy for security projects.