Chronos: DDoS Attack Detection Using Time-Based Autoencoder

Mohammad A. Salahuddin,Vahid Pourahmadi,Hyame Assem Alameddine,Md. Faizul Bari,Raouf Boutaba

IEEE Transactions on Network and Service Management（2022）

引用 18|浏览20

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摘要

Cognitive network management is becoming quintessential to realize autonomic networking. However, the wide spread adoption of the Internet of Things (IoT) devices, increases the risk of cyber attacks. Adversaries can exploit vulnerabilities in IoT devices, which can be harnessed to launch massive Distributed Denial of Service (DDoS) attacks. Therefore, intelligent security mechanisms are needed to...

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关键词

Denial-of-service attack,Feature extraction,Anomaly detection,Computer crime,Training,Training data,Supervised learning

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