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Endpoint-based man in the middle attack detection using machine learning models

机译:使用机器学习模型的基于端点的人在中间攻击检测中

摘要

A first node of a networked computing environment initiates each of a plurality of different types of man-in-the middle (MITM) detection tests to determine whether communications between first and second nodes of a computing network are likely to have been subject to an interception or an attempted interception by a third node. Thereafter, it is determined, by the first node, that at least one of the tests indicate that the communications are likely to have been intercepted by a third node. Data is then provided, by the first node, data that characterizes the determination. In some cases, one or more of the MITM detection tests utilizes a machine learning model. Related apparatus, systems, techniques and articles are also described.
机译:联网计算环境的第一节点启动多个不同类型的中间人(MITM)检测测试中的每一个,以确定计算网络的第一节点和第二节点之间的通信是否可能已受到拦截或尝试被第三个节点拦截。此后,由第一节点确定至少一个测试表明通信很可能已被第三节点拦截。然后由第一节点提供数据,该数据表征该确定。在某些情况下,一项或多项MITM检测测试会利用机器学习模型。还描述了相关的装置,系统,技术和文章。

著录项

  • 公开/公告号US9762611B2

    专利类型

  • 公开/公告日2017-09-12

    原文格式PDF

  • 申请/专利权人 CYLANCE INC.;

    申请/专利号US201615380896

  • 申请日2016-12-15

  • 分类号G06F11/00;G06F12/14;G06F12/16;G08B23/00;H04L29/06;H04L9/06;G06N99/00;H04W12/12;

  • 国家 US

  • 入库时间 2022-08-21 13:48:08

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