DocumentCode
2430742
Title
Modeling malware propagation in wireless sensor networks using cellular automata
Author
Song, Yurong ; Jiang, Guo-Ping
Author_Institution
Center for Control & Intell. Technol., Nanjing Univ. of Posts & Telecommun., Nanjing
fYear
2008
fDate
7-11 June 2008
Firstpage
623
Lastpage
627
Abstract
A model based on cellular automata is proposed to investigate and analyze the process of malware propagation over wireless sensor networks by way of multi-hop broadcast protocols. The model captures the inherent characteristics of wireless sensor networks, i.e. limited resource, channel contention (MAC mechanism), and also reflects the self-organization, spatio-temporal correlation of process of malware propagation. The simulation results show that MAC mechanism and density of sensor node greatly influence the malware propagation over wireless sensor network, and the malware propagation diffuses continuously from infected nodes toward outside which is spatially bounded.
Keywords
access protocols; cellular automata; channel allocation; invasive software; spatiotemporal phenomena; wireless sensor networks; MAC mechanism; cellular automata; channel contention; malware propagation; multihop broadcast protocols; self-organization; sensor node; spatio-temporal correlation; wireless sensor networks; Biosensors; Broadcasting; Chemical and biological sensors; Computer worms; IP networks; Intelligent networks; Patient monitoring; Sensor phenomena and characterization; Spread spectrum communication; Wireless sensor networks; cellular automata; energy consumption; malware propagation; multi-hop broadcast; wireless sensor networks (WSN);
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks and Signal Processing, 2008 International Conference on
Conference_Location
Nanjing
Print_ISBN
978-1-4244-2310-1
Electronic_ISBN
978-1-4244-2311-8
Type
conf
DOI
10.1109/ICNNSP.2008.4590425
Filename
4590425
Link To Document