60 citations · 117 across the 3 of their papers we have counts for
4 papers
Distribution-Aware Testing of Neural Networks Using Generative Models
Swaroopa Dola, Matthew B. Dwyer, Mary Lou Soffa
The reliability of software that has a Deep Neural Network (DNN) as a component is urgently important today given the increasing number of critical applications being deployed with…
Is Rust Used Safely by Software Developers?
Ana Nora Evans, Bradford Campbell, Mary Lou Soffa
Rust, an emerging programming language with explosive growth, provides a robust type system that enables programmers to write memory-safe and data-race free code. To allow access t…
A Language for Autonomous Vehicles Testing Oracles
Ana Nora Evans, Mary Lou Soffa, Sebastian Elbaum
Testing autonomous vehicles (AVs) requires complex oracles to determine if the AVs behavior conforms with specifications and humans' expectations. Available open source oracles are…
Black-box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers
Ji Gao, Jack Lanchantin, Mary Lou Soffa +1
Although various techniques have been proposed to generate adversarial samples for white-box attacks on text, little attention has been paid to black-box attacks, which are more re…