2 papers
cs.LG2020
ATHENA: A Framework based on Diverse Weak Defenses for Building Adversarial Defense
Ying Meng, Jianhai Su, Jason O'Kane +1
There has been extensive research on developing defense techniques against adversarial attacks; however, they have been mainly designed for specific model families or application d…
cs.SD2018
A Multiversion Programming Inspired Approach to Detecting Audio Adversarial Examples
Qiang Zeng, Jianhai Su, Chenglong Fu +2
Adversarial examples (AEs) are crafted by adding human-imperceptible perturbations to inputs such that a machine-learning based classifier incorrectly labels them. They have become…