no code implementations • 5 Dec 2022 • Ethan M. Rudd, David Krisiloff, Scott Coull, Daniel Olszewski, Edward Raff, James Holt
In this paper, we explore the use of metric learning to embed Windows PE files in a low-dimensional vector space for downstream use in a variety of applications, including malware detection, family classification, and malware attribute tagging.
no code implementations • 22 May 2020 • Zhijian Yang, Daniel Olszewski, Chujun He, Giulia Pintea, Jun Lian, Tom Chou, Ronald Chen, Blerta Shtylla
A convolutional neural network then analyzed the relationship between patient-reported quality-of-life and radiation.