no code implementations • 21 Dec 2018 • Li Chen, Chih-Yuan Yang, Anindya Paul, Ravi Sahita
In this case study, we propose to use GAN to automatically produce dynamic features that exhibit generalized malicious behaviors that can reduce the efficacy of black-box ransomware classifiers.
BIG-bench Machine Learning Generative Adversarial Network +1
1 code implementation • 21 Jul 2022 • Xiruo Liu, Shibani Singh, Cory Cornelius, Colin Busho, Mike Tan, Anindya Paul, Jason Martin
Existing adversarial example research focuses on digitally inserted perturbations on top of existing natural image datasets.