1 code implementation • 26 Feb 2021 • Swaroopa Dola, Matthew B. Dwyer, Mary Lou Soffa
Using deep generative model based input validation, we show that all the three techniques generate significant number of invalid test inputs.
2 code implementations • 13 Jan 2018 • Ji Gao, Jack Lanchantin, Mary Lou Soffa, Yanjun Qi
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 realistic scenarios.