Anshuman Suri

Anshuman Suri

PhD Student

University of Virginia

Biography

I am a final year PhD candidate in the Computer Science Department at the University of Virginia, advised by Professor David Evans. My primary area of research is privacy/security in machine learning, with a focus on distribution inference.

Materials:

Interests
  • Machine Learning Privacy
  • Distribution/Property Inference
  • Adversarial Machine Learning
Education
  • PhD in Computer Science, 2019-Present

    University of Virginia

  • B.Tech (Hons) in Computer Science, 2014-2018

    IIIT-Delhi

Experience

 
 
 
 
 
University of Virginia
Graduate Research Assistant
Aug 2019 – Present Virginia, USA
Research on privacy and security in Machine Learning at SRG.
 
 
 
 
 
Oracle
Research Assistant (Internship)
Sep 2021 – Dec 2021 Massachusetts, USA (remote)
Investigating aspects of Privacy in Machine Learning systems and building Federate Learning systems.
 
 
 
 
 
Microsoft
Applied Scientist
May 2018 – Jul 2019 Hyderabad, India
 
 
 
 
 
Microsoft
Software Development Intern
May 2017 – Jul 2017 Hyderabad, India
Worked on making AI-powered game bots, part of Bing STCI.

Recent Publications

Quickly discover relevant content by filtering publications.
(2024). Do Membership Inference Attacks Work on Large Language Models?. In arXiv.

PDF Cite Code Dataset Project

(2023). SoK: Memorization in General-Purpose Large Language Models. In arXiv.

PDF Cite

(2023). SoK: Pitfalls in Evaluating Black-Box Attacks. In SaTML 2024.

PDF Cite Code

Contact