FoldMark: Safeguarding Protein Structure Generative Models
2 noleary 1 6/16/2025, 11:57:32 PM biorxiv.org ↗
Comments (1)
noleary · 10h ago
> The integration of generative AI with computational protein science has revolutionized protein design while also posing dual-use risks, such as enabling the creation of pandemic-capable proteins that require strong biosecurity safeguards. Here, we introduce FoldMark, a first-of-its-kind watermarking strategy leveraging distributional and evolutionary principles tailored for protein generative models, balancing watermark capacity and structural quality.