18 citations · 18 across the 1 of their papers we have counts for
2 papers
cs.AI2018
Robust Neural Malware Detection Models for Emulation Sequence Learning
Rakshit Agrawal, Jack W. Stokes, Mady Marinescu +1
Malicious software, or malware, presents a continuously evolving challenge in computer security. These embedded snippets of code in the form of malicious files or hidden within leg…
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…