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31 followers · 58 following

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Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

Achievements

Achievement: StarstruckAchievement: Arctic Code Vault ContributorAchievement: Pull Shark

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sheatsley/README.md

I am a Ph.D. candidate in the Department of Computer Sciences at the University of Wisconsin-Madison. I am member of MadS&P and advised by Prof. Patrick McDaniel. Previously, I earned my M.S. and B.S. in computer science and engineering from the Pennsylvania State University.

My research is at the intersection of computer security and machine learning. I investigate the risks of deploying machine learning systems in security-centric domains, how their robustness can be measured at scale, and their applications towards novel security problems. I also apply computer security principles to radiation detection, Internet measurement, and Internet of Things.

🌐 Website: Ryan Sheatsley
📧 Email: ryan@sheatsley.me
📫 Address: 1210 W. Dayton St., Room 2253, Madison, WI 53706, USA
📃 CV: CV
🎓 Google Scholar: Google Scholar
🐦 Twitter: @RyanSheatsley
🔑 Public Key: D97737F91189663C

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  1. attacks attacks Public

    Deep learning robustness evaluations with PyTorch

    Python 5

  2. models models Public

    PyTorch-based deep learning models with Keras-like interfaces

    Python 2

  3. datasets datasets Public

    Scripts for downloading, preprocessing, and numpy-ifying popular machine learning datasets

    Python 10 4

  4. cleverhans-lab/cleverhans cleverhans-lab/cleverhans Public

    An adversarial example library for constructing attacks, building defenses, and benchmarking both

    Jupyter Notebook 6.2k 1.4k

  5. thesaurus thesaurus Public

    A command-line interface for Thesaurus.com

    Python 16 1

  6. dotfiles dotfiles Public

    My personal collection of dotfiles & configs

    Python