Title :
Optimal quarantining of wireless malware through power control
Author :
Khouzani, M.H.R. ; Altman, Eitan ; Sarkar, Saswati
Author_Institution :
Sch. of Electr. & Syst. Eng., Univ. of Pennsylvania, Philadelphia, PA
Abstract :
The topic of malware propagation in mobile wireless networks is gaining momentum among the research community, as actual vulnerabilities are revealed through recent outbreaks of worms. We introduce a defense strategy that quarantines the malware by reducing the communication range. This counter-measure faces us to a trade-off: reducing the communication range suppresses the spread of the malware, however, it also negatively affects the performance of the network as the end-to-end communication delay increases. We model the propagation of the malware as a deterministic epidemic. Using an optimal control framework, we select the optimal communication range that captures the above trade-off by minimizing a global cost function. Using Pontryagin´s Maximum Principle, we derive structural characteristics of the optimal communication range as a function of time for two different cost functions.
Keywords :
invasive software; maximum principle; mobile computing; radio networks; Pontryagin´s maximum principle; deterministic epidemic; end-to-end communication delay; malware propagation; mobile wireless networks; optimal communication range; optimal quarantining; power control; wireless malware; Computer networks; Computer worms; Cost function; Mobile communication; Mobile computing; Optimal control; Power control; Power engineering and energy; Systems engineering and theory; Wireless networks;
Conference_Titel :
Information Theory and Applications Workshop, 2009
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-3990-4
DOI :
10.1109/ITA.2009.5044961