English(EN) Beyond Copying: Lifelong Smart Contract Security Task Construction via Protocol Mutation

新AI框架自动创建智能合约安全任务

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-26 04:00

研究人员开发了一个名为CONSTRAINTDIAL的新框架，通过自动创建新的安全任务来提高智能合约的安全性。该方法使用协议变异来重建合约并生成新颖的攻击场景，旨在防止AI代理简单地复制现有解决方案。该框架已从公开案例中成功创建了3000多个任务输入，显著降低了基于复制答案的解决方案的成功率。 AI

影响自动化新颖安全挑战的创建，可能提高AI代理在代码分析和漏洞检测方面的能力。

排序理由学术论文，详细介绍了用于智能合约安全的新AI框架。[lever_c_demoted from research: ic=1 ai=1.0]

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

本文如何被排名

Signal score: 13 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Tool; 学术论文，详细介绍了用于智能合约安全的新AI框架。[lever_c_demoted from research: ic=1 ai=1.0]
Source corroboration: Single-source cluster; Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
Topics: paper, safety; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance: High; Clearly on-topic for AI-industry coverage.
Story freshness: Same-day; Cluster formed today. Ranking reflects the current source set at time of score.

完整方法见我们的编辑标准。

arXiv cs.AI TIER_1 English(EN) · Zifan Peng, Peng Huang, Jingyi Zheng, Yingjie Xue, Xuechao Wang, Xinlei He, Xia Hu, Dongrui Liu · 2026-10-26 04:00

超越复制：通过协议变异构建终身智能合约安全任务

arXiv:2610.32453v1 Announce Type: cross Abstract: AI agents can inspect code and run tests to support smart contract security. SlowMist reports about $38.6 billion in losses across the broader blockchain ecosystem. Existing evaluations can reward memorized or copied answers, incl…