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Communications of the ACM

Research Archive


The Research archive provides access to all Research articles published in past issues of Communications of the ACM.

November 2019

From Communications of the ACM

Technical Perspective: A Whitebox Solution for Blackbox-Like Behaviors

DeepXplore brings a software testing perspective to deep neural networks and, in doing so, creates the opportunity for enormous amounts of follow-on work in several ways.

From Communications of the ACM

DeepXplore: Automated Whitebox Testing of Deep Learning Systems


We design, implement, and evaluate DeepXplore, the first white-box framework for systematically testing real-world deep learning systems.