Rishav Chourasia

Privacy and Trustworthy ML lab.

AI Research Lab 3B,

University Town,

2 College Avenue West,

Stephen Riady, #01-02,

Singapore 138607.

I am a 2nd-year Ph.D. student at NUS School of Computing and am very fortunate to be advised by Dr. Reza Shokri. Before that, I worked at Amazon India as a Software Development Engineer with Transaction Risk Management team. Prior, I earned my Bachelor’s degree in Computer Science and Engineering from Indian Institute of Technology, Guwahati.

Currently, I am working on Differentially Private Machine Learning algorithms and developing privacy analysis tools for auditing ML models.

news

Feb 12, 2021 Prof. Reza presented our paper in his invited talk at Privacy-Preserving workshop in AAAI!
Jan 22, 2021 Updated my blog on Differential Privacy in ML!

selected publications

  1. arXiv
    Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent
    Chourasia, Rishav, Ye, Jiayuan, and Shokri, Reza
    2021