Anthony D. Joseph

activity

20102022

most citedA Berkeley View of Systems Challenges for AI

176 citations · 313 across the 10 of their papers we have counts for

collaborators

Showing 2015Show all

2 papers · 1 filter

cs.CR2015

Reviewer Integration and Performance Measurement for Malware Detection

Brad Miller, Alex Kantchelian, Michael Carl Tschantz +9

We present and evaluate a large-scale malware detection system integrating machine learning with expert reviewers, treating reviewers as a limited labeling resource. We demonstrate…

cs.LG2015★ 101 cited

Evasion and Hardening of Tree Ensemble Classifiers

Alex Kantchelian, J. D. Tygar, Anthony D. Joseph

Classifier evasion consists in finding for a given instance $x$ the nearest instance $x^{'}$ such that the classifier predictions of $x$ and $x^{'}$ are different. We present two novel a…