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Stanley Wu

FRESH OFF THE PRESS

  • April, 2024: I received the National Science Foundation Graduate Research Fellowship (NSF GRFP)
  • Dec, 2023: A response to IMPRESS on weakening Glaze is now on arXiv
  • July, 2023: Webglaze is released! More on the Glaze homepage

Stanley Wu

  • Chicago, IL
  • Email
  • CV
  • Google Scholar

I am a 1st year Ph.D. student at the University of Chicago SAND Lab, co-advised by Ben Zhao and Heather Zheng.

My primary academic interests lie in trustworthy machine learning, and adversarial attacks/defenses. I am currently focused on researching solutions for people affected by generative AI systems.

I received my bachelors in computer science from Northeastern University, during which I was very fortunate to work with Alina Oprea, and Jonathan Ullman. I have held several industry positions in the past, mainly in software engineering and data science. Recently, I was a data scientist at Klaviyo and Proofpoint.

Email: stanleywu+w AT cs DOT uchicago DOT edu

Papers

2024
Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models
Shawn Shan, Wenxin Ding, Josephine Passananti, Stanley Wu, Haitao Zheng, Ben Y. Zhao
preprint
2023
TMI! Finetuned Models Leak Private Information from their Pretraining Data
John Abascal, Stanley Wu, Alina Oprea, Jonathan Ullman
preprint
How to Combine Membership-Inference Attacks on Multiple Updated Models
Matthew Jagielski, Stanley Wu, Alina Oprea, Jonathan Ullman, Roxana Geambasu
Privacy Enhancing Technologies Symposium (PETs), 2023
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