Reports on Machine Learning from University of Castilla La Mancha Provide New Insights (Lyapunov Stability for Detecting Adversarial Image Examples)

摘要

By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Current study results on Machine Learning have been published. According to news reporting out of Ciudad Real, Spain, by NewsRx editors, research stated, “Adversarial examples are a challenging threat to machine learning models in terms of trustworthiness and security. Using small perturbations to manipulate input data, it is possible to drive the decision of a deep learning model into failure, which can be catastrophic in applications like autonomous driving, security-surveillance or other critical systems that increasingly rely on machine learning technologies.”