Data mining for security applications

Proceedings of The 5th International Conference on Embedded and Ubiquitous Computing, EUC 2008

Volumn 2, Issue , 2008, Pages 585-589

  Thuraisingham, Bhavani ^a   Khan, Latifur ^a   Masud, Mohammad M ^a   Hamlen, Kevin W ^a  

^a UNIVERSITY OF TEXAS AT DALLAS   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANOMALY DETECTIONS; CYBER SECURITIES; DATA MINING TECHNIQUES; DATA STREAM MININGS; EXECUTABLES; MALICIOUS CODE DETECTIONS; MINING NETWORKS; NETWORK INTRUSION DETECTIONS; SECURITY APPLICATIONS; UNIVERSITY OF TEXAS;

CODES (SYMBOLS); DATA MINING; INFORMATION MANAGEMENT; INTERNET; UBIQUITOUS COMPUTING;

INTRUSION DETECTION;

EID: 63149160678     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EUC.2008.62     Document Type: Conference Paper

References (11)

1. Thuraisingham, B., "Web Data Mining Technologies and Their Applications in Business Intelligence and Counter- terrorism", CRC Press, FL, 2003.
2. Chan, P, et al, "Distributed Data Mining in Credit Card Fraud Detection", IEEE Intelligent Systems, 14 (6), 1999.
3. Lazarevic, A., et al., "Data Mining for Computer Security Applications", Tutorial Proc. IEEE Data Mining Conference, 2003.
4. Thuraisingham, B., "Managing Threats to Web Databases and Cyber Systems, Issues, Solutions and Challenges", Kluwer, MA 2004 (Editors: V. Kumar et al).
5. Thuraisingham B., "Database and Applications Security", CRC Press, 2005.
6. Thuraisingham B., "Data Miming, Privacy, Civil Liberties and National Security", SIGKDD Explorations, 2002.
7. Khan, L., Awad, M. and Thuraisingham, B. "A New Intrusion Detection System using Support Vector Machines and Hierarchical Clustering", The VLDB Journal: ACM/Springer-Verlag, 16(1), page 507-521, 2007.
8. Masud, M. M., Khan, L. and Thuraisingham, B. "Feature based Techniques for Auto-detection of Novel Email Worms", In Proc. 11 Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2007), Nanjing, China, May 2007, page 205-216.
9. Abedin, M., Nessa, S., Khan, L., Thuraisingham, B., "Detection and Resolution of Anomalies in Firewall Policy Rules", In Proc. 20th IFIP WG 11.3 Working Conference on Data and Applications Security (DBSec 2006), Springer-Verlag, July 2006, Sophia Antipolis, France, page 15-29.
10. Masud, M. M., Khan, L, Thuraisingham, B., Wang, X., Liu, P., and Zhu, S., "A Data Mining Technique to Detect Remote Exploits", In Proc. IFIP WG 11.9 International Conference on Digital Forensics, Japan, Jan 27-30, 2008.
11. Masud, M. M., Gao, J., Khan, L., Han, J., Thuraisingham, B., "Peer to Peer Botnet Detection for Cyber-Security: A Data Mining Approach". In Proc. Cyber Security and Information Intelligence Research Workshop (CSIIRW 08), Oak Ridge National Laboratory, Oak Ridge, TN, May 12-14, 2008.