18 citations · 28 across the 2 of their papers we have counts for
2 papers
cs.CR2017★ 18 cited
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Classification Models
Jack W. Stokes, De Wang, Mady Marinescu +2
Recently researchers have proposed using deep learning-based systems for malware detection. Unfortunately, all deep learning classification systems are vulnerable to adversarial at…
cs.LG2016★ 10 cited
Inexact Proximal Gradient Methods for Non-convex and Non-smooth Optimization
Bin Gu, De Wang, Zhouyuan Huo +1
In machine learning research, the proximal gradient methods are popular for solving various optimization problems with non-smooth regularization. Inexact proximal gradient methods…