English(EN) zScore-N: A Neural Network for On-Chain Wallet Reputation Scoring

神经网络zScore-N增强了DeFi中钱包的声誉评分

作者 PulseAugur 编辑部 · [1 个来源] · 2026-09-10 04:00

研究人员开发了zScore-N，这是一种旨在取代去中心化金融（DeFi）中钱包声誉评分传统手动编写公式的神经网络。该新模型在超过500万个钱包上进行了训练，与以前的方法相比，显著提高了准确性，并能更有效地处理不完整的数据。zScore-N在1000分制的RMSE上达到了0.58，优于梯度提升树和线性回归，并在特征缺失时显示出明显的误差减少。 AI

影响提高了DeFi中声誉评分的准确性和鲁棒性，可能影响金融服务的可及性。

排序理由该项目是一篇研究论文，详细介绍了一种用于特定任务的新神经网络模型。[lever_c_demoted from research: ic=1 ai=1.0]

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报道来源 [1]

arXiv cs.AI TIER_1 English(EN) · Girish G N, Ashutosh Sahoo, Akshay SP, Gurukiran S, Dhanashekar Kandaswamy · 2026-09-10 04:00

zScore-N：链上钱包声誉评分的神经网络

arXiv:2609.08247v1 Announce Type: new Abstract: Wallet reputation scores decide who receives an airdrop, who can borrow, and who enters an allowlist across decentralised finance. They almost always begin as hand-written formulas: compositions of clamped logarithmic, linear and sq…

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zScore-N：链上钱包声誉评分的神经网络

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