DocumentCode
3307875
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
fYear
2012
fDate
3-5 Oct. 2012
Firstpage
947
Lastpage
954
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT), 2012 4th International Congress on
Conference_Location
St. Petersburg
ISSN
2157-0221
Print_ISBN
978-1-4673-2016-0
Type
conf
DOI
10.1109/ICUMT.2012.6459796
Filename
6459796
Link To Document