Rohan Paul (@rohanpaul_ai) · 10/15/2026, 05:43:22
White Circle Open-Sources RISE: Automated Jailbreak Search for Image Models Using Qwen and Gemini Flash
White Circle has open-sourced RISE, an automated red-teaming tool that searches for attack strategies to bypass safeguards in AI image generators. By leveraging off-the-shelf models like Qwen and Gemini Flash as attacker agents without additional training, it generates prompts to test model robustness, offering defenders an immediate evaluation capability.
SOURCE COVERAGEFull Original Report
Rohan Paul (@rohanpaul_ai) · 2026-10-14 21
Good safety work increasingly means good search.
White Circle’s released RISE, an automated tool for testing whether AI image generators can be tricked into making pictures their own rules forbid. It searches over attack strategies for image models. An open attacker model turns each strategy into many prompts, and the strategy gets credit for how many of them get through.
That keeps the search learning even against models that block almost everything.
The code is open, the models it uses are public, and defenders can run it on their own image models today.
↳ 引用 @whitecircle (White Circle): We are open-sourcing RISE, our red-teaming algorithm that breaks the safeguards of the latest image models from OpenAI, DeepMind, and others.
RISE uses readily available models like Qwen and Gemini Flash under the hood, with no additional training required.
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