DDoS attack detection algorithms based on entropy computing

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4861 LNCS, Issue , 2007, Pages 452-466

  Li, Ying ^a   Zhou, Jianying ^b   Xiao, Ning ^c  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

^b INSTITUTE FOR INFOCOMM RESEARCH   (Singapore)

^c Chengdu Software Development Center   (China)

Author keywords

DDoS detection; Entropy computing; Network security

Indexed keywords

ALGORITHMS; COMPUTATION THEORY; INTERNET; PACKET NETWORKS;

DDOS DETECTION; DETECTION ALGORITHM; ENTROPY COMPUTING;

NETWORK SECURITY;

EID: 38149018453     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-77048-0_35     Document Type: Conference Paper

References (20)

1. Shannon, C.E., Weaver, W.: The Mathematical Theory of Communication. University of Illinois Press (1963)
2. Siaterlis, C., Maglaris, V.: Detecting Incoming and Outgoing DDoS Attacks at the Edge using a Single set of Network Characteristics. In: 10th IEEE Symposium on Computers and Communications (ISCC 2005), pp. 469-475 (2005)
3. Chang, R.K.C.: Defending against Flooding-based Distributed Denial-of-Service Attacks: a Tutorial. IEEE Communications Magazine 40(10), 42-51 (2002)
4. Cao, Y., Li, H., Lv, D.: DDoS-based TCP SYN Flood and Defense. Electrical Technology (2004)
5. Dittrich, D.: The Stacheldraht' Distributed Denial of Service Attack Tool (1999), http://staff.Washington.edu/dittrich/misc/stacheldraht.analysis
6. Risso, F., Delgioanni, L., Varenni, G., Viano, P., Pai, N.: WinPcap: The Windows Packet Capture Library, http://www.winpcap.org/
7. Yuan, J., Mills, K.: Monitoring the Macroscopic Effect of DDoS Flooding Attacks. IEEE Transactions on Dependable and Secure Computing 2(4) (2005)
8. Feinstein, L., Schnackenberg, D.: Statistical Approaches to DDoS Attack Detection and Response. In: 2003 DARPA Information Survivability Conference and Exposition (DISCEX 2003), pp. 303-314 (2003)
9. Limwiwatkul, L., Rungsawangr, A.: Distributed Denial of Service Detection using TCP/IP Header and Traffic Measurement Analysis. In: 2004 International Symposium on Communications and Information Technologies (ISCIT 2004), Sapporo, Japan (2004)
10. Lu, J., Yin, C., Zhuang, X., Lu, K., Li, O.: DDoS Attack Detection based on Non-parameter CUSUM. In: Computer and Network (2004)
11. Lin, B., Li, O., Liu, Q.: DDoS Attacks Detection Based On Sequential Change Detection. Computer Engineering 31(9) (2005)
12. Li, Q., Chang, E.-C., Chan, M.C.: On the Effectiveness of DDoS Attacks on Statistical Filtering. IEEE INFOCOM 2005, 1373-1383 (2005)
13. Li, L., Lee, G.: DDoS Attack Detection and Wavelets. In: 12th International Conference on Computer Communications and Networks (ICCCN 2003), pp. 421-427 (2003)
14. Porras, P.A., Neumann, P.G.: EMERALD: Event Monitoring Enabling Responses to Anomalous Live Disturbances. In: 1997 National Information Systems Security Conference (NISSC 1997), pp. 353-365 (1997)
15. Jin, S.Y., Yeung, D.S.: DDOS Detection Based on Feature Space Modeling. In: 3rd International Conference on Machine Learning and Cybernetics, Shanghai, pp. 4210-4215 (2004)
16. Jin, S.Y., Yeung, D.S.: A Covariance Analysis Model for DDoS Attack Detection. In: 2004 IEEE International Conference on Communications (ICC 2004), pp. 1882-1886 (2004)
17. Shim, S.-H., Yoo, K.-M., Han, K.-E., Kang, C.-K., So, W.-H., Song, J.-T., Kim, Y.-C.: Destination Address Monitoring Scheme for Detecting DDoS Attack in Centralized Control Network. In: 2006 Asia-Pacific Conference on Communications, pp. 1-5 (2006)
18. Peng, T., Leckie, C., Ramamohanarao, K.: Protection from Distributed Denial of Service Attacks using History-based IP Filtering. In: 2003 IEEE International Conference on Communications (ICC 2003), pp. 482-486 (2003)
19. Lu, W., Traore, I.: An Unsupervised Approach for Detecting DDoS Attacks based on Traffic-based Metrics. In: 2005 IEEE Pacific Rim Conference on Communications, Computers and Signal Processing (PACRIM 2005), pp. 462-465 (2005)
20. Xu, K., Xu, M., Wu, J.: Research on Distributed Denial-of-service Attacks: a Survey. Mini-micro Systems 25(3) (2004)