Title :
Towards steganography detection through network traffic visualisation
Author :
Mazurczyk, Wojciech ; Szczypiorski, Krzysztof ; Jankowski, B.
Author_Institution :
Inst. of Telecommun., Warsaw Univ. of Technol., Warsaw, Poland
Abstract :
The paper presents initial step toward new network anomaly detection method that is based on traffic visualisation. The key design principle of the proposed approach is the lack of direct, linear time dependencies for the created network traffic visualisations. The method´s feasibility is demonstrated in network steganography environment by presenting steg-tomography methodology and developing the dedicated visualisation tool. To authors´ best knowledge this is the first utilization of network traffic visualisations for steganalysis purposes.
Keywords :
data visualisation; steganography; telecommunication computing; telecommunication security; telecommunication traffic; linear time dependencies; network anomaly detection method; network steganography environment; network traffic visualisation; steg-tomography methodology; steganalysis; steganography detection; visualisation tool; Data visualization; IP networks; Payloads; Protocols; Security; Telecommunication traffic; steganalysis; steganography detection; traffic visualisation;
Conference_Titel :
Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2012 4th International Congress on
Conference_Location :
St. Petersburg
Print_ISBN :
978-1-4673-2016-0
DOI :
10.1109/ICUMT.2012.6459796