Wireless Datasets
Aegean Wi-Fi Intrusion Dataset
Tools, methodologies and datasets for developing robust security mechanisms for current and next generation wireless networks.
Wireless Datasets
Wireless technologies have become prevalent in the last few years.
While bold attempts to secure these technologies have been made, most security measures have proved inadequate in practice.
The AWID project aspires to act as a solid base for providing tools, methodologies and datasets that will aid researchers in developing robust security mechanisms for the current and next generations of wireless networks.
AWID2
The well-known AWID2 dataset is comprised from a large set of packets (F) and a smaller one (R). WEP based infrastructure, contains more that 150 different attributes. It is available in CSV format.
Publication
Constantinos Kolias, Georgios Kambourakis, Angelos Stavrou, and Stefanos Gritzalis "Intrusion Detection in 802.11 Networks: Empirical Evaluation of Threats and a Public Dataset", IEEE Communications Surveys & Tutorials, Vol. 18(1), firstquarter 2016, IEEE.
AWID3
It focuses on WPA2 Enterprise, 802.11w, and Wi-Fi 5. It contains multi-layer and modern attacks, including Krack and Kr00k. It is available in pcap and CSV format.
Publication
E. Chatzoglou, G. Kambourakis and C. Kolias, "Empirical Evaluation of Attacks Against IEEE 802.11 Enterprise Networks: The AWID3 Dataset," in IEEE Access, vol. 9, pp. 34188-34205, 2021.