The hiding property, in cryptography, refers to the characteristic of a commitment scheme where the committed value remains concealed from an adversary until the commitment is explicitly opened. This means that an observer cannot determine the original data from its commitment. This cryptographic attribute is essential for protocols requiring data privacy before a specified reveal time.
Context
The hiding property is a fundamental concept frequently discussed in the context of privacy-preserving technologies within blockchain and digital assets. It underpins cryptographic techniques like zero-knowledge proofs and secure multi-party computation, which are critical for confidential transactions and anonymous voting systems. Understanding this property helps explain how certain digital asset protocols achieve data confidentiality and user privacy.
ZKMLOps leverages polynomial commitments to cryptographically prove AI model compliance, resolving the fundamental conflict between privacy and regulatory transparency.
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