(英文)零知识证明 Zero-Knowledge Proofs BackGround Machine learning has become increasingly prominent and is widely used in various applications in practice. Despite its great success, the integrity of machine learning predictions and accuracy is a rising concern. The reproducibility of machine learning ...
摘要: One of the most promising applications of machine learning to problem solving is in the embryonic field of neural networks. Other sections on Back-propagation; Optimizing compilers; A search strategy for common sense logic programming; Mathematical reasoning; Neural network heuristics....
零知识证明(zero-knowledge proof)入门教程,目的是让仅有高中数学基础的人也能入门zk。我们会使用python复现一些算法,所以你也需要学python。 我们最近在学习zero-knowledge proof,巩固一下细节,也写一个“WTF zk极简入门”,供小白们使用(编程大佬可以另找教程),每周更新1-3讲。
homomorphic-encryptionsecure-computationfederated-learningprivacy-preserving-machine-learningzero-knowledge-proofssecure-multiparty-computation UpdatedApr 26, 2022 C++ LuozhuZhang/awesome-zkevm Star470 Code Issues Pull requests A curated list of awesome zkEVM resources, libraries, tools and more ...
Zero-knowledge: No information is revealed about the statement during validation. The only knowledge a verifier has is whether the statement is true or false. Succinct: The ZK proof is small enough to be verified quickly. Non-interactive: The prover and verifier interact only once, making it ...
Federated learning (FL) enables distributed clients to privately train machine learning models using their own local data, thus avoiding the security risk of directly exchanging private data between clients and servers. However, there is a risk in federated learning: a malicious party may launch a ...
Proof-carrying dataZero knowledgeCluster computingMapReduceLarge computations, when amenable to distributed parallel execution, are often executed on computer clusters, for scalability and cost reasons. Such computations are used in many applications, including, to name but a few, machine learning, web...
Proof-carrying dataZero knowledgeCluster computingMapReduceLarge computations, when amenable to distributed parallel execution, are often executed on computer clusters, for scalability and cost reasons. Such computations are used in many applications, including, to name but a few, machine learning, web...
[76] describe a distributed zero-knowledge proof system (DIZK) that distributes the generation of a ZKP across multiple machines. Traditional ZKP systems are “monolithic”, so they are limited by the memory resources of a single machine, which is not suitable for decentralized IoT. At the ...
Applications & tutorials: proof of concepts, demos, tools, more Other resources Zero Knowledge Canon, part 2 Short PCPs and IOPs Recursive SNARKs ApplicationsEditor’s note: a16z crypto has had a long series of the “canons”, from our DAO Canon last year to our NFT Canon earlier (and bef...