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Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models - Session 335

IEEE via YouTube

Overview

Explore a cutting-edge research presentation on prompt-specific poisoning attacks targeting text-to-image generative models. Delve into the innovative "Nightshade" technique, which introduces a novel approach to manipulating AI-generated images. Gain insights into the potential vulnerabilities of popular image generation models and understand the implications for AI security and ethics. Learn about the methodology, experimental results, and potential countermeasures discussed by researcher Shawn Shan in this thought-provoking IEEE conference talk.

Syllabus

335 Nightshade Prompt Specific Poisoning Attacks on Text to Image Generative Models Shawn Shan

Taught by

IEEE Symposium on Security and Privacy

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