DoS attack detection scheme for sensor networks based on traffic prediction

Jisuanji Xuebao/Chinese Journal of Computers

Volumn 30, Issue 10, 2007, Pages 1798-1805

  Cao, Xiao Mei ^a,b   Han, Zhi Jie ^c   Chen, Gui Hai ^a  

^a NANJING UNIVERSITY   (China)

^b NANJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS   (China)

^c SOOCHOW UNIVERSITY   (China)

Author keywords

ARMA model; DoS attacks; Intrusion detection; Linear prediction; Wireless sensor networks

Indexed keywords

AVAILABILITY; NETWORK SECURITY; RELIABILITY; WIRELESS SENSOR NETWORKS;

ARMA MODEL; DENIAL OF SERVICE (DOS); FALSE ALERTS; LINEAR PREDICTION; NETWORK INFRASTRUCTURE; RESOURCE OVERHEAD; SIMULATION; TRAFFIC PREDICTION DOS ATTACK DETECTION (TPDD);

INTRUSION DETECTION;

EID: 36249003410     PISSN: 02544164     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (17)

1. Ren Feng-Yuan, Huang Hai-Ning, Lin Chuang. Wireless sensor networks. Journal of Software, 2003, 14(7): 1282-1291 (in Chinese)
2. Sun Li-Min, Li Jian-Zhong, Chen Yu, Zhu Hong-Song. Wireless Sensor Networks. Beijing: Tsinghua University Press, 2005 (in Chinese)
3. Onat I, Miri A. An intrusion detection system for wireless sensor networks//Proceedings of the IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMOB'05). Montreal, Canada, 2005: 253-259
4. Loo C E, Ng M Y, Leckie C, Palaniswami M. Intrusion detection for routing attacks in sensor networks. International Journal of Distributed Sensor Networks, 2006, 2(4): 313-332
5. Rajasegarar S, Leckie C, Palaniswami M, Bezdek J C. Distributed anomaly detection in wireless sensor networks//Proceedings of the 10th IEEE Singapore International Conference on Communication System (ICCS'06). Singapore, 2006: 1-5
6. Doumit S, Agrawal D P. Self-organized criticality and stochastic learning based intrusion detection system for wireless sensor networks//Proceedings of the IEEE Military Communications Conference (MILCOM'03). Boston, USA, 2003, 22(1): 609-614
7. Deng J, Han R, Mishra S. Defending against path-based DoS attacks in wireless sensor networks//Proceedings of the 3rd ACM on the Security of Ad Hoc and Sensor Networks (SASN'05). New York, NY, USA, 2005: 89-96
8. Agah A, Das S K, Basu K, Asadi M. Intrusion detection in sensor networks: A non-cooperative game approach//Proceedings of the 3rd IEEE International Symposium on Network Computing and Application (NCA'04). Cambridge, MA, 2004: 343-346
9. Yu Bo, Yang Min, Wang Zhi, Gao Chuan-Shan. Identify abnormal packet loss in selective forwarding attacks. Chinese Journal of Computers, 2006, 29(9): 1542-1552 (in Chinese)
10. Zeng Peng, Liang Wei, Wang Jun, Yu Hai-Bin. Research on security system of wireless sensor network based on biological immunity principle. Mini-micro System, 2005, 26(11): 1907-1910 (in Chinese)
11. Demirkol I, Alagoz F, Delic H, Ersoy C. Wireless sensor networks for intrusion detection: packet traffic modeling. IEEE Communications Letters, 2006, 10(1): 22-24
12. Ma Y, Aylor J H. System lifetime optimization for heterogeneous sensor networks with a hub-spoke topology. IEEE Transactions on Mobile Computing, 2004, 3(3): 286-294
13. Zhang Chong-Qing, Li Ming-Lu, Wu Min-You. An approach for constructing load-balancing networks for data gathering wireless sensor networks. Journal of Software, 2007, 18(5): 1110-1121 (in Chinese)
14. Zhang Shu-Jing, Qi Li-Xin. Time Series Analysis Concise Guide. Beijing: Tsinghua University Press, 2003 (in Chinese)
15. Zou Bai-Xian, Liu Qiang. ARMA-based traffic prediction and overload detection of network. Journal of Computer Research and Development, 2002, 39(12): 1645-1652 (in Chinese)
16. Karlof C, Wagner D. Secure routing in sensor networks: Attacks and countermeasures. Ad Hoc Networks, 2003, 1(1): 293-315
17. Heinzelman W B, Chandrakasan A P, Balakrishnan H. An application-specific protocol architecture for wireless microsensor networks. IEEE Transaction on Wireless Communications, 2002, 1(4): 660-670