"Enhancing AI Robustness for More Secure and Reliable Systems"
"Enhancing AI Robustness for More Secure and Reliable Systems"
Reevaluating how most Artificial Intelligence (AI) systems protect against attacks helped researchers at EPFL's School of Engineering develop a new training approach to ensure Machine Learning (ML) models, particularly deep neural networks, always perform as intended. The new model effectively replaces a long-standing training approach based on a zero-sum game. It uses a continuously adaptive attack strategy to develop a more intelligent training scenario.