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Guillaume Dufay is an experienced cybersecurity expert and technical editor currently serving as an independent expert at Collège numérique France 2030 since December 2023. Dufay holds board member and technical editor positions at PSA Certified since January 2019 and has been the Senior Security Manager at ProvenRun since April 2016. Previously, Dufay worked at IRT SystemX as an expert in cybersecurity until June 2024 and held technical management and senior consulting roles at Trusted Labs from 2006 to April 2016. Dufay's academic background includes postdoctoral research at INRIA and the University of Ottawa, focusing on static analysis and privacy-preserving data-mining. With a Ph.D. in Computer Science from Université Côte d'Azur and extensive experience as a doctoral researcher and teaching assistant, Dufay has contributed significantly to the fields of software verification and security.