DNS-Tunneling-JSON-4-Classes.zip
Irvin Homem
Panagiotis Papapetrou
10.17045/sthlmuni.4229399.v1
https://su.figshare.com/articles/dataset/DNS-Tunneling-JSON-4-Classes_zip/4229399
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. <br><br>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.<br>
2016-11-12 19:54:22
DNS Tunneling
Network Forensics
Machine Learning
Predictive models
Digital Forensics
Digital Investigation
Network Protocol Tunneling
Computer System Security
Networking and Communications
Pattern Recognition and Data Mining