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Q&A Discussion for the Machine Learning (ML) block.
François Labrèche Principal Data Scientist, Sophos
François Labrèche is a Principal Data Scientist at Sophos, who focuses on applying machine learning approaches to research problems related to security alerts and vulnerabilities. He focuses on using machine learning to improve the prioritization of alerts and vulnerabilities, in the context of XDR and vulnerability management. He has a Ph.D. from École Polytechnique de Montréal, and has published research papers on the topics of threat research, spam detection, malware analysis and machine learning applied to cybersecurity. He has presented at ACSAC, CAMLIS, NorthSec, BSides Montreal, University College London and École Polytechnique de Montréal, and has published papers in conferences such as the ACM CCS and eCrime.