most citedDefending Malware Classification Networks Against Adversarial Perturbations with Non-Negative Weight Restrictions

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2020

Overcoming Conflicting Data when Updating a Neural Semantic Parser

David Gaddy, Alex Kouzemtchenko, Pavankumar Reddy Muddireddy +2

In this paper, we explore how to use a small amount of new data to update a task-oriented semantic parsing model when the desired output for some examples has changed. When making…

cs.LG2018★ 3 cited

Defending Malware Classification Networks Against Adversarial Perturbations with Non-Negative Weight Restrictions

Alex Kouzemtchenko

There is a growing body of literature showing that deep neural networks are vulnerable to adversarial input modification. Recently this work has been extended from image classifica…