Published multiple papers on security and machine learning, including 'Clouesau: A Hierarchicalal Multi-Agent Approach For Autonomous Attack Investigation', 'Deep Learning from Imperfectly Labeled Malware Data', and more; involved in several research projects like 'KnowML: Improving Generalization of ML-NIDS with Attack Knowledge Graphs'.
Research Experience
Director of the Security and Machine Learning Lab; PC Member for conferences such as CCS'26 and Co-Organiser for ECAI Workshop on Generative Code Intelligence: GeCoIn'25.
Background
Associate Professor in Computer Security, research interests include web security, machine learning, and formal methods.
Miscellany
Contact: Email - maffeis at doc ic ac uk; Tel - +44 (0)2075948390; Office - 441 Huxley; Address: Dr. Sergio Maffeis, Department of Computing, Imperial College London, SW7 2AZ, United Kingdom.