Original title:
High-Speed Anomaly Detection System Using Entropy Calculation On Fpga
Authors:
Smékal, David ; Blažek, Petr Document type: Papers
Language:
eng Publisher:
Vysoké učení technické v Brně, Fakulta elektrotechniky a komunikačních technologií Abstract:
This article discusses the use of entropy calculation on Field Programmable Gate Array (FPGA) for identifying anomalies in data communication. The article is focused on three type of entropy and described hardware-accelerated network card based on field programmable gate array, concretely NFB-40G2 card using the NetCOPE development platform and its properties.
Keywords:
Anomaly; DDoS; entropy; FPGA; network attack; Rényi; Shannon; Tsallis Host item entry: Proceedings of the 23st Conference STUDENT EEICT 2017, ISBN 978-80-214-5496-5
Institution: Brno University of Technology
(web)
Document availability information: Fulltext is available in the Brno University of Technology Digital Library. Original record: http://hdl.handle.net/11012/187137