首页|基于时间特征的HTTPS中间人攻击检测方法

基于时间特征的HTTPS中间人攻击检测方法

Man-in-the-Middle Attack Detection Method for HTTPS Based on Temporal Features

扫码查看
中间人攻击是网络攻击的一种常用手段,其中超文本传输安全(Hypertext Transfer Proto-col Secure,HTTPS)协议的中间人攻击危害较大,已有检测方法主要面向单客户端,以证书匹配验证为主要手段,部署成本和性能开销较高.通过分析SSL(Secure Sockets Layer)握手阶段的密钥协商、证书验证等关键报文,提出基于时间特征的HTTPS中间人攻击检测方法,从流量角度提供了 一种检测思路,具有更广泛的适用场景.实验结果表明,该方法在互联网环境测试数据集下具有较高的准确率.
Man-in-the-middle attack is a common means of network attacks,in which attacks on HT-TPS protocols are more harmful.Existing detection methods are mainly oriented to single clients,with certificate matching verification as the main means but with high deployment cost and perform-ance overhead.By analyzing key packets such as key negotiation and certificate verification during the SSL handshake phase,we propose a man-in-the-middle HTTPS attack detection method based on temporal characteristics,which provides a detection idea from the traffic perspective and has a broader application scenario.Experimental results show that the proposed method has high accuracy under the Internet environment test dataset.

HTTPS protocoltraffic hijackingman-in-the-middle attackattack detectionma-chine learning

姜博、林伟

展开 >

信息工程大学,河南郑州 450001

HTTPS协议 流量劫持 中间人攻击 攻击检测 机器学习

国家重点研发计划前沿科技创新专项

2019QY1300

2024

信息工程大学学报
中国人民解放军信息工程大学科研部

信息工程大学学报

影响因子:0.276
ISSN:1671-0673
年,卷(期):2024.25(2)
  • 20