Analyzing Root DNS Traffic

Abstract

DNS servers often fail or have bad implementations of algorithms that decrease the efficiency of the DNS system. We introduce a method for clustering misconfigured DNS sources. Using machine learning methods, we analyzed 24 hours of DNS requests that were collected on the A-root DNS server. The 50 gigabyte data set was a log containing 10-40 million… (More)

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