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A ROBUST APPLICATION DETECTOR FOR INTELLIGENT WIRELESS COLLABORATION

Abstract: 

We present an approach for detecting application level protocols over a wireless communications link, without the need for demodulation or decryption. Our detector is suitable for diverse radio types, since only simple external signal features are used as inputs. We show that the Profile Hidden Markov Model (PHMM) is well suited to this task, due to the probabilistic nature of the wireless channel and the discrete nature of application level traffic. We include results evaluating the detection performance for two application protocols in 802.11 in the presence of background traffic. Using only inter-arrival time and packet size as inputs, we show capable performance for both detection and discrimination between the two. We go on to argue that our approach will work with other physical layer and medium access control layer types due to the simplicity of the inputs.

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Paper Details

Authors:
Kevin Pietsch, Sean Mason
Submitted On:
8 December 2016 - 1:03pm
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Kevin Rigney
Paper Code:
1329
Document Year:
2016
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Paper

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[1] Kevin Pietsch, Sean Mason, "A ROBUST APPLICATION DETECTOR FOR INTELLIGENT WIRELESS COLLABORATION", IEEE SigPort, 2016. [Online]. Available: http://sigport.org/1422. Accessed: Oct. 22, 2017.
@article{1422-16,
url = {http://sigport.org/1422},
author = {Kevin Pietsch; Sean Mason },
publisher = {IEEE SigPort},
title = {A ROBUST APPLICATION DETECTOR FOR INTELLIGENT WIRELESS COLLABORATION},
year = {2016} }
TY - EJOUR
T1 - A ROBUST APPLICATION DETECTOR FOR INTELLIGENT WIRELESS COLLABORATION
AU - Kevin Pietsch; Sean Mason
PY - 2016
PB - IEEE SigPort
UR - http://sigport.org/1422
ER -
Kevin Pietsch, Sean Mason. (2016). A ROBUST APPLICATION DETECTOR FOR INTELLIGENT WIRELESS COLLABORATION. IEEE SigPort. http://sigport.org/1422
Kevin Pietsch, Sean Mason, 2016. A ROBUST APPLICATION DETECTOR FOR INTELLIGENT WIRELESS COLLABORATION. Available at: http://sigport.org/1422.
Kevin Pietsch, Sean Mason. (2016). "A ROBUST APPLICATION DETECTOR FOR INTELLIGENT WIRELESS COLLABORATION." Web.
1. Kevin Pietsch, Sean Mason. A ROBUST APPLICATION DETECTOR FOR INTELLIGENT WIRELESS COLLABORATION [Internet]. IEEE SigPort; 2016. Available from : http://sigport.org/1422