Jekyll2022-07-04T00:39:17+00:00gwding.github.io/feed.xmlML/CV Researcher and Engineer2019-04-30T00:00:00+00:002019-04-30T00:00:00+00:00gwding.github.io/advertorch-a-toolbox-for-adversarial-robustness-research<p>This is a short summary of the AdverTorch project that I lead. It is a Python toolbox for adversarial robustness research. The primary functionalities are implemented in PyTorch. Specifically, AdverTorch contains modules for generating adversarial perturbations and defending against adversarial examples, also scripts for adversarial training.</p> <p>The github repo is <a href="https://github.com/BorealisAI/advertorch/">here</a>.</p> <p>The tech report is <a href="https://arxiv.org/abs/1902.07623">here</a>.</p> <p>We also have a blog post <a href="https://www.borealisai.com/en/blog/advertorch-adversarial-training-tool-implement-attack-and-defence-strategies/">here</a> on BorealisAI website.</p>

This is a short summary of the AdverTorch project that I lead. It is a Python toolbox for adversarial robustness research. The primary functionalities are implemented in PyTorch. Specifically, AdverTorch contains modules for generating adversarial perturbations and defending against adversarial examples, also scripts for adversarial training.

2015-12-27T00:00:00+00:002015-12-27T00:00:00+00:00gwding.github.io/Hello-World<p>Welcome to my new website! It is still under construction.</p> <p>Thanks to github.io, <a href="https://github.com/barryclark/jekyll-now">Jekyll Now repository</a> and disqus, I’m able to build this in an afternoon!</p>

Welcome to my new website! It is still under construction.