Unverified50% confidenceTradeoffExact time
Protein watermarks must be embedded without disrupting protein structure and function, requiring a balance between sequence design freedom and detectability.
1
Sources
50%
Confidence
Long-term
Relevance
10/7/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedProtein watermarking typically requires operating within the synonymous-mutation space (functionally neutral substitution space), seeking amino acid substitution sites that do not alter the protein's three-dimensional conformation or activity in order to hide information.79% similarUnverifiedProtein watermarking requires leveraging protein language models to encode signals within the statistical preferences of amino acid substitutions, rather than simply inserting fixed strings.78% similarUnverifiedThe team produced watermarked protein binders in a wet lab, and the results were nearly identical to unwatermarked versions on metrics such as hit rate and binding strength, with no functional loss.76% similarUnverifiedThe capability for protein sequence–structure joint design is relevant to downstream applications such as drug discovery, antibody engineering, and enzyme design.68% similarUnverified传统分子对接方法（如AutoDock、Glide）通常假设蛋白质构象固定，仅对配体做柔性搜索67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/983856API
curl https://kongchang.com/api/v1/knowledge/claims/983856MCP
get_claim(id=983856)