SecAppDev 2023 Faculty
Research manager, DistriNet, KU Leuven
Dr. Davy Preuveneers is a research manager at imec-DistriNet, KU Leuven. His research interests are in the field federated identity and access management, biometrics and behaviometrics for frictionless continuous authentication, context-aware multi-modal authentication, enhanced authorization, data analytics and machine learning for security and privacy, threat intelligence, and adversarial machine learning.
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Attacks against machine learning pipelines
Introductory lecture by Davy Preuveneers in room West Wing
Wednesday June 14th, 09:00 - 10:30
This session will explore various attacks against machine learning pipelines and their life cycle, present countermeasures and discuss best practices to make your ML models more robust in adversarial settings.
Key takeaway: ML adds value to applications but also increases the attack surface, imposing a holistic approach to secure the ML pipeline and lifecycle