Anvith Thudi

Mathematics Specialist Undergraduate student

Email Website

Research Interests

Robustness Adversarial Attacks Unlearning Verifiable-Learning

Papers

1. On the Necessity of Auditable Algorithmic Definitions for Machine Unlearning
   Anvith Thudi, Hengrui Jia, Ilia Shumailov, Nicolas Papernot
   

   Paper BibTeX

   @article{anvith2021on,
     author = {Thudi, Anvith and Jia, Hengrui and Shumailov, Ilia and Papernot, Nicolas},
     title = {On the Necessity of Auditable Algorithmic Definitions for Machine Unlearning},
     year = {2021}
   }
   

2. Unrolling SGD: Understanding Factors Influencing Machine Unlearning
   Anvith Thudi, Gabriel Deza, Varun Chandrasekaran, Nicolas Papernot
   

   Paper BibTeX

   @article{anvith2021unrolling,
     author = {Thudi, Anvith and Deza, Gabriel and Chandrasekaran, Varun and Papernot, Nicolas},
     title = {Unrolling SGD: Understanding Factors Influencing Machine Unlearning},
     year = {2021}
   }
   

3. Proof-of-Learning: Definitions and Practice
   Hengrui Jia, Mohammad Yaghini, Christopher A. Choquette-Choo, Natalie Dullerud, Anvith Thudi, Varun Chandrasekaran, Nicolas Papernot
   In Proceedings of the 42nd IEEE Symposium on Security and Privacy, San Francisco, CA

   Paper BibTeX

   @inproceedings{hengrui2021proofoflearning,
     author = {Jia, Hengrui and Yaghini, Mohammad and Choquette-Choo, Christopher A. and Dullerud, Natalie and Thudi, Anvith and Chandrasekaran, Varun and Papernot, Nicolas},
     booktitle = {Proceedings of the 42nd IEEE Symposium on Security and Privacy, San Francisco, CA},
     title = {Proof-of-Learning: Definitions and Practice},
     year = {2021}
   }
   

4. SoK: Machine Learning Governance
   Varun Chandrasekaran, Hengrui Jia, Anvith Thudi, Adelin Travers, Mohammad Yaghini, Nicolas Papernot
   

   Paper BibTeX

   @article{varun2021sok,
     author = {Chandrasekaran, Varun and Jia, Hengrui and Thudi, Anvith and Travers, Adelin and Yaghini, Mohammad and Papernot, Nicolas},
     title = {SoK: Machine Learning Governance},
     year = {2021}
   }