Integrity proofs are cryptographic constructs that allow one party to demonstrate to another that a piece of data or a computation is correct and unaltered, without necessarily revealing the data itself. These proofs confirm the validity and consistency of information or processes. They are fundamental in distributed systems for ensuring that operations have been performed accurately and without malicious interference. Such proofs enhance trust and transparency in verifiable computing.
Context
Integrity proofs, including zero-knowledge proofs, are increasingly vital in blockchain technology for scaling solutions and enhancing privacy for transactions and smart contract execution. They enable verification of computational integrity without requiring re-execution of the entire process, reducing on-chain data load. The ongoing development and optimization of various integrity proof systems are central to addressing scalability and privacy concerns in the digital asset space.
New HE-IOP primitive solves the integrity problem for approximate homomorphic encryption, enabling verifiable, private, outsourced computation for AI models.
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