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English(EN) Arya Forge: Auditing Validation and Release Approval for Financial Instruction Data

新系统Arya Forge增强金融数据验证和发布审批

作者 PulseAugur 编辑部 · [1 个来源] ·

一篇新论文介绍Arya Forge，一个旨在改进金融指令数据验证和发布审批流程的系统。该系统在数据集清单中结合了类型化记录、内容检查和审批覆盖范围，以区分数据有效性与发布权限。在合成和真实金融数据上的评估表明，Arya Forge能够拒绝注入的故障和策略违规，同时保留高比例的干净数据，尽管它识别出严格执行与数据保留之间的权衡。 AI

影响 增强了AI系统中使用的金融数据的可靠性和安全性。

排序理由 该集群包含一篇详细介绍新数据验证系统的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.AI 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

新系统Arya Forge增强金融数据验证和发布审批

本文如何被排名

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Newsworthiness bucket
Tool
该集群包含一篇详细介绍新数据验证系统的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
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Topics
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完整方法见我们的编辑标准。

报道来源 [1]

  1. arXiv cs.AI TIER_1 English(EN) · Kushagra Bhatnagar, Deekshith Marla ·

    Arya Forge：金融指令数据的审计验证与发布审批

    arXiv:2610.34778v1 Announce Type: new Abstract: Financial instruction-data pipelines must distinguish content validity from permission to release a particular dataset. Arya Forge combines typed records, current-content checks, and approval coverage bound to a dataset manifest. We…

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