Search Results for author: Anindya Paul

Found 2 papers, 1 papers with code

Synthetic Dataset Generation for Adversarial Machine Learning Research

1 code implementation21 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.

BIG-bench Machine Learning

Towards resilient machine learning for ransomware detection

no code implementations21 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

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