• Glaze: Protecting Artists from Style Mimicry by Text-to-Image Models
    Shawn Shan, Jenna Cryan, Emily Wenger, Haitao Zheng, Rana Hanocka,
    Ben Y. Zhao. Proceedings of USENIX Security Symposium,
    Anaheim CA, August 2023.
    Winner: Chicago Innovation Award 2023
    Special Mention: TIME Magazine Best Inventions of 2023
    Winner: Distinguished Paper Award
    Winner: USENIX Internet Defense Prize 2023
    [Abstract, Paper: PDF (3.4MB)]
    [Extended technical report: arxiv 2302.04222]
  • Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models
    Shawn Shan, Wenxin Ding, Josephine Passananti, Haitao Zheng, Ben Y. Zhao
    Preprint: arxiv/2310.13828, October 2023.

Glaze Press

Big/comprehensive articles

  1. New York Times, by Kashmir Hill
  2. TechCrunch, by Natasha Lomas
  3. BBC News, by Ben Derico (BBC Click video)
  4. CNN, by Catherine Thorbecke
  5. BBC iPlayer Extended Story, by Clare Hutchinson & Phil John
  6. BBC article on AI & copyright, by Suzanne Bearne
  7. MIT Tech Review, by Melissa Heikkilä
  8. NBC News, by Annie Probert
And many more... In related news...

NightShade Press

  1. MIT Technology Review, Melissa Heikkila
  2. Forbes, Leslie Katz
  3. Ars Technica, by Ashley Belanger
  4. NPR, Chloe Veltman
  5. Bloomberg, Rachel Metz
  6. Fox News, Jon Michael Raasch
  7. Document Journal, Camille Sojit Pejcha
  8. AI News, Ryan Daws
  9. Yahoo News, Victor Tangermann
  10. Axios, Ryan Heath
  11. The Verge, Emilia David
  12. CNBC, Cheyenne Devon
  13. Gizmodo, Kyle Barr
  14. Engadget, Sarah Fielding
  15. Engadget, by Andrew Tarantola
  16. Ars Technica, Benj Edwards
  17. Art News, Karen K. Ho
  18. DevX, Jordan Williams
  19. VentureBeat, Carl Franzen
  20. Mashable, by Amanda Yeo
  21. The Daily Beast, Tony Ho Tran
  22. ComputerWorld, Jonny Evans
  23. Smithsonian Magazine, by Teresa Nowakowski