Automatic penetration testing method based on multi-agent cooperation and semantic fuzzing

By using multi-agent collaboration and semantic fuzzing technology, penetration testing commands are transformed and integrated, solving the problem that explicit features of existing penetration testing systems are easily identified and traced in complex network environments, thus achieving highly covert and reliable penetration testing.

CN122419952APending Publication Date: 2026-07-17TAIZHOU RES INST ZHEJIANG UNIV OF TECH
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
TAIZHOU RES INST ZHEJIANG UNIV OF TECH
Filing Date
2026-05-28
Publication Date
2026-07-17

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Abstract

本发明公开了基于多智能体协同与语义模糊化的自动化渗透测试方法，属于网络安全技术领域。其包括如下步骤：（1）利用规划智能体生成原始攻击意图序列，并通过指令转换模块将其映射为语义无害的等效良性动作序列。（2）利用伪装智能体，通过显性动作识别确定关键攻击节点，生成与目标系统环境相关的掩护动作，并进行链融合处理以掩盖真实渗透意图。（3）利用校验智能体对生成的操作链进行逻辑依赖检查与语法校验，确保渗透动作在目标环境下的可实现性。本发明通过语义层面的指令重写与意图模糊，实现了对基于行为模式监测的安全防御系统的深度绕过；利用多智能体协同机制，兼顾了渗透测试的隐蔽性与攻击链的逻辑鲁棒性。
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