Joshua Saxe

Deep neural network based malware detection using two dimensional binary program features

Joshua Saxe, Konstantin Berlin · 2015 · 658 citations

Engineering, Machine Learning, Evasion Technique +16

eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys

Joshua Saxe, Konstantin Berlin · arXiv (Cornell University) · 2017 · 101 citations · Full text

Engineering, Machine Learning, Information Security +16

Malicious Behavior Detection using Windows Audit Logs

Konstantin Berlin, David Slater, Joshua Saxe · 2015 · 87 citations

Engineering, Evasion Technique, Information Security +19

Deep Neural Network Based Malware Detection Using Two Dimensional Binary Program Features

Joshua Saxe, Konstantin Berlin · arXiv (Cornell University) · 2015 · 65 citations · Full text

Engineering, Machine Learning, Evasion Technique +16

A Deep Learning Approach to Fast, Format-Agnostic Detection of Malicious Web Content

Joshua Saxe, Richard Harang, Cody Wild et al. · 2018 · 33 citations · Full text

Natural Language Processing, Abuse Detection, Engineering +14