Minimum Adversarial Examples

Deep neural networks in the area of information security are facing a severe threat from adversarial examples (AEs). Existing methods of AE generation use two optimization models: (1) taking the successful attack as the objective function and limiting perturbations as the constraint; (2) taking the...

Full description

Bibliographic Details
Main Authors: Zhenyu Du, Fangzheng Liu, Xuehu Yan
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/24/3/396