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未来WEB/物联网安全很可能以特征工程+机器深度学习自主对抗来检测未知攻击,这里整理了C语言的人工智能算法。
This project forked from polaris126/ai
未来WEB/物联网安全很可能以特征工程+机器深度学习自主对抗来检测未知攻击,这里整理了C语言的人工智能算法。
一 HiHTTPS是一款高性能WEB应用/物联网MQTT防火墙,兼容ModSecurity正则,并以机器深度学习自主网络对抗为核心。 人工智能很多都是Python语言的,涉及网络安全的C语言的不多,我们收集并改造了C语言常用AI算法,并且都可以Linux下独立编译。 1. 支持向量机 2. 线性分类器 3. 相关向量机 4、卷积神经 5、稀疏矩阵 6. 高斯混合模型 7. 近邻算法 8. 通用矩阵乘法 ..... 没有一种算法能彻底100%解决网络安全问题,但对于防御未知漏洞和未知攻击,机器学习自主对抗或许是唯一途径,任重而道远。 二 HiHTTPS机器学习版也是免费的,实战显示在机器学习自主网络对抗,在防御SQL注入/XSS/恶意扫描等效果远好于传统规则。下载地址: http://www.hihttps.com 我们用AI重新定义网络攻击。
A declarative, efficient, and flexible JavaScript library for building user interfaces.
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An Open Source Machine Learning Framework for Everyone
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Open source projects and samples from Microsoft.
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China tencent open source team.