DNS-Tunneling-JSON-4-Classes.zip (68.29 MB)

DNS-Tunneling-JSON-4-Classes.zip

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dataset
posted on 12.11.2016 by Irvin Homem, Panagiotis Papapetrou
Data set containing features extracted from 211 DNS Tunneling packet captures. The packet capture samples are classified by the protocols tunneled within the DNS tunnel. The features are stored in json files for each packet capture. The features in each file include the IP Packet Length, the DNS Query Name Length and the DNS Query Name entropy. In this "slightly unclean" version of the feature set the DNS Query Name field values are also present, but are not actually necessary.

This feature set may be used to perform machine learning techniques on DNS Tunneling traffic to discover new insights without necessarily having to reconstruct and analyze the equivalent full packet captures.

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Author ORCID

orcid.org/0000-0002-5115-1453

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