21 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.CV2022★ 2 cited
Synthetic Dataset Generation for Adversarial Machine Learning Research
Xiruo Liu, Shibani Singh, Cory Cornelius +4
Existing adversarial example research focuses on digitally inserted perturbations on top of existing natural image datasets. This construction of adversarial examples is not realis…
cs.CV2021
SkeletonVis: Interactive Visualization for Understanding Adversarial Attacks on Human Action Recognition Models
Haekyu Park, Zijie J. Wang, Nilaksh Das +4
Skeleton-based human action recognition technologies are increasingly used in video based applications, such as home robotics, healthcare on aging population, and surveillance. How…
cs.LG2018★ 21 cited
Towards resilient machine learning for ransomware detection
Li Chen, Chih-Yuan Yang, Anindya Paul +1
There has been a surge of interest in using machine learning (ML) to automatically detect malware through their dynamic behaviors. These approaches have achieved significant improv…