基于AI的自动化渗透测试平台构建  

Construction of Automated Penetration Testing Platform Based on AI

作　　者：李肖晨 LI Xiaochen(Beijing Design Branch of China Petroleum Engineering Construction Co.,Ltd.,Beijing 100085,China)

机构地区：[1]中国石油工程建设有限公司北京设计分公司,北京100085

出　　处：《移动信息》2024年第10期212-214,共3页Mobile Information

摘　　要：随着数字化时代的来临及强化学习、深化学习、大模型技术等的应用普及,也产生了极大的安全隐患。文中分析了基于AI的自动化渗透测试技术,并实现了渗透测试平台的架构设计、功能实现,总结了自动化渗透测试方法及其实现过程。基于大模型技术进行自动渗透测试,可显著提升渗透测试工作的高效性和系统的安全性。With the advent of the digital age and the popularization of reinforcement learning,deep learning,and large-scale model technology,there are also great security risks.This paper analyzes the AI-based automated penetration testing technology,and realizes the architecture design and function realization of the penetration testing platform.The automated penetration testing method and its implementation process are summarized.Automatic penetration testing based on large-scale model technology can significantly improve the efficiency of penetration testing and the security of the system.

关 键 词：AI技术 大模型 自动化渗透测试 自动决策 场景感知 

分 类 号：TP311.5[自动化与计算机技术—计算机软件与理论]