Mitigation of DNS Water Torture Attacks within the Data Plane via XDP-Based Naive Bayes Classifiers

Nikos Kostopoulos, Stavros Korentis,Dimitris Kalogeras,Vasilis Maglaris

2021 IEEE 10th International Conference on Cloud Networking (CloudNet)（2021）

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摘要

Water Torture is a DDoS attack vector that exhausts the processing resources of victim Authoritative DNS Servers. By crafting DNS requests involving names that appear once and are unknown to the victim, attackers bypass the DNS caches of intermediary Recursive DNS Servers (Resolvers), hence forwarding the entire attack traffic to the victim. As a countermeasure, machine learning algorithms have be...

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关键词

Programmable Data Planes,In-network Machine Learning Inference,eXpress Data Path (XDP),Naive Bayes Classifier,Water Torture Attack

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