Unverified50% confidenceConceptExact time
Black-box secret sharing treats the secret sharing scheme as a black box, using only its linear properties (shares are linear functions of the secret) for composition, without relying on a specific construction (such as Shamir or replicated secret sharing).
1
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50%
Confidence
Long-term
Relevance
10/27/2026
First Seen
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Related Claims
UnverifiedThe protocol is constructed using (T+1, N) threshold black-box secret sharing, where the secret shares of client updates, although belonging to different algebraic groups due to differing quantization, are all generated by the same linear integer system.76% similarUnverifiedThe encryption layer severs the association between the hidden network and observable representations at the statistical level, making white-box access insufficient to guarantee discovery of hidden capabilities.65% similarUnverified分布式秘密存储的核心困境在于机密性（减少接触节点）与可用性（复制到多节点）之间的张力63% similarUnverifiedThe privacy leakage does not require router-specific memorization; rather, the fine-tuning process injects membership information into the model's hidden representations.62% similarUnverifiedShamir 秘密共享运算在素数阶有限域 GF(p) 中进行，其信息论安全性不依赖计算复杂性假设，即便攻击者拥有无限算力也无法从不足 k 个碎片中推断秘密信息61% similar
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