Enhancing generalization in high energy physics using white-box adversarial attacks

Franck Rothen, Samuel Klein, Matthew Leigh +1

Machine learning is becoming increasingly popular in the context of particle physics. Supervised learning, which uses labeled Monte Carlo (MC) simulations, remains one of the most…