Multi-Perspective Content Delivery Networks Security Framework Using Optimized Unsupervised Anomaly Detection

Li Yang,Abdallah Moubayed,Abdallah Shami,Parisa Heidari,Amine Boukhtouta,Adel Larabi,Richard Brunner,Stere Preda,Daniel Migault

IEEE Transactions on Network and Service Management（2022）

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摘要

Content delivery networks (CDNs) provide efficient content distribution over the Internet. CDNs improve the connectivity and efficiency of global communications, but their caching mechanisms may be breached by cyber-attackers. Among the security mechanisms, effective anomaly detection forms an important part of CDN security enhancement. In this work, we propose a multi-perspective unsupervised lea...

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关键词

Servers,Anomaly detection,Image edge detection,Internet,IP networks,Pollution,Protocols

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