The UNSW-NB15 dataset

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open access
Copyright: Copyright 2015, University of New South Wales
Free use of the UNSW-NB15 dataset for academic research purposes is hereby granted in perpetuity. Use for commercial purposes is strictly prohibited. Nour Moustafa and Jill Slay have asserted their rights under the Copyright.
Abstract
The raw network packets of the UNSW-NB 15 dataset was created by the IXIA PerfectStorm tool in the Cyber Range Lab of the Australian Centre for Cyber Security (ACCS) for generating a hybrid of real modern normal activities and synthetic contemporary attack behaviours. Tcpdump tool is utilised to capture 100 GB of the raw traffic (e.g., Pcap files). This data set has nine types of attacks, namely, Fuzzers, Analysis, Backdoors, DoS, Exploits, Generic, Reconnaissance, Shellcode and Worms. The Argus, Bro-IDS tools are used and twelve algorithms are developed to generate totally 49 features with the class label.
Link to External Data Repository
Contact Information
Research Data Creator(s)
Lead Chief Investigator
Other Contributor(s)
Corporate/Industry Contributor(s)
Publication Year
2019
Resource Type
Dataset
Keyword(s)
UNSW-NB15 dataset
UNSW Faculty
Related dataset(s)
Related publication(s)
Related grant(s)
A TFS scholarship for a student PhD to designing novel anomaly Detection system - school of Engineering and Information Technology- Canberra - A funding for a PhD scheme, relates to design an effective anomaly detection system