EIP-7911은 퍼셉트론 트리(Perceptron Tree) 영지식 증명(ZKP)을 활용하여 이더리움을 확장하는 방법을 제안하는 Core Draft입니다. 신경망 구조에서 영감을 얻은 새로운 증명 체계를 이더리움 확장 솔루션에 적용하는 탐색적 제안입니다.
Concept
A perceptron tree is a hierarchical arrangement of simple linear classifiers. EIP-7911 proposes using this structure as the basis for a ZK proof system that can verify batches of Ethereum transactions efficiently.
Scaling Mechanism
By organizing proof verification into a tree structure, the system can parallelize proof generation and achieve sub-linear verification cost as batch size grows. This could significantly increase Ethereum's throughput.
Research Stage
The proposal is highly experimental and the ZKP construction has not been fully formalized or audited. It draws on recent machine-learning-inspired cryptography research that is not yet mainstream in blockchain contexts.
Status
EIP-7911 is in Draft. It is best understood as a research proposal that invites cryptographic feedback rather than a near-term implementation plan.