works on
adversarial example generation 1agentic data curation 1automated red teaming 1content safety 1multimodal language models 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.AI2026

Automatic Hard Example Synthesis with Multi-Level Agentic Data Curation

Genglin Liu, Muye Zhang, Krishnamurthy Viswanathan +5

The paper introduces an automated, multi‑agent framework that creates hard adversarial examples for multimodal large language models to improve content safety, achieving a signific…