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Stanley Wu


  • April, 2024: I received the National Science Foundation Graduate Research Fellowship (NSF GRFP)
  • April, 2024: Nightshade paper accepted to Oakland '24
  • February, 2024: TMI! Paper accepted to PETS '24

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


Disrupting Style Mimicry Attacks on Video Imagery
Josephine Passananti*, Stanley Wu*, Shawn Shan, Haitao Zheng, Ben Y. Zhao
Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models
Shawn Shan, Wenxin Ding, Josephine Passananti, Stanley Wu, Haitao Zheng, Ben Y. Zhao
IEEE Symposium on Security and Privacy (Oakland)
TMI! Finetuned Models Leak Private Information from their Pretraining Data
John Abascal, Stanley Wu, Alina Oprea, Jonathan Ullman
Privacy Enhancing Technologies Symposium (PETS)
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)