28 citations · 29 across the 2 of their papers we have counts for
2 papers
cs.CV2021★ 1 cited
Adaptive Clustering of Robust Semantic Representations for Adversarial Image Purification
Samuel Henrique Silva, Arun Das, Ian Scarff +1
Deep Learning models are highly susceptible to adversarial manipulations that can lead to catastrophic consequences. One of the most effective methods to defend against such distur…
cs.LG2020★ 28 cited
Opportunities and Challenges in Deep Learning Adversarial Robustness: A Survey
Samuel Henrique Silva, Peyman Najafirad
As we seek to deploy machine learning models beyond virtual and controlled domains, it is critical to analyze not only the accuracy or the fact that it works most of the time, but…