University of texas at dallas

Department of computer science

SELECTED PUBLICATIONS

Refereed Journals

 

Mohammad M. Masud, Latifur Khan, and Bhavani Thuraisingham. “A Scalable Multi-level Feature Extraction Technique to Detect Malicious Executables”. Information System Frontiers 10(1): 33-45, 2008.

 

Mohammad M. Masud, Latifur Khan, and Bhavani Thuraisingham. “E-mail Worm Detection Using Data Mining”. International Journal of Information Security and Privacy 1(4):47-61, 2007.

 

Peer-reviewed Conferences

2009

Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, and Bhavani Thuraisingham. “Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams”. In Proceedings of 2009 European Conf. on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD’09), Bled, Slovenia, 7-11 Sept, 2009.

 

Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, and Bhavani Thuraisingham. “A Multi-Partition Multi-Chunk Ensemble Technique to Classify Concept-Drifting Data Streams”. In Proceedings of The 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD’09), Bangkok, Thailand, 27-30 April, 2009, pp 363-375.

 

2008

Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, and Bhavani Thuraisingham. “A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data”. In Proceedings of the International Conference on Data Mining (ICDM’08) Pisa, Italy. Dec 15-19, 2008, pp 929-934.

 

Mohammad M. Masud, Tahseen Al-khateeb, Latifur Khan, Bhavani Thuraisingham, and Kevin W. Hamlen. “Flow-based Identification of Botnet Traffic by Mining Multiple Log Files”. In proceedings of the International Conference on Distributed Frameworks & Applications (DFMA’08), Penang, Malaysia, Oct 21-22, 2008, pp 200-206.

 

Mohammad M. Masud, Latifur Khan, Bhavani Thuraisingham, Xinran Wang, Peng Liu,  and Sencun Zhu. “Detecting Remote Exploits using Data Mining”, In Proceedings of IFIP International Conference in Digital Forensics. Kyoto, Japan, January 28-30, 2008, IFIP International Federation for Information Processing, Volume 285; Advances in Digital Forensics IV (Boston: Springer), pp. 177–189.

 

2007

Mohammad M. Masud, Latifur Khan, and Bhavani Thuraisingham. “Feature based Techniques for Auto-detection of Novel Email Worms”. In Proceedings of the eleventh Pacific-Asia Conference on Knowledge Discovery in Data Mining (PAKDD’07), Nanjing, China, 22-25 May, 2007. LNAI 4426/2007, pp. 205-216.

 

Mohammad M. Masud, Latifur Khan, and Bhavani Thuraisingham. “A Hybrid Model to Detect Malicious Executables”. In Proceedings of the IEEE International Conference on Communications (ICC’07), Glasgow, UK, 24-28 June, 2007, pp 1443-1448.

 

2006

Mohammad M. Masud, Latifur Khan, Bhavani Thuraisingham. “A Knowledge-based Approach to detect new Malicious Executables”. In Proceedings of the Second Secure Knowledge Management Workshop (SKM’06) Brooklyn, NY, USA, Sep 28-29, 2006.

 

Mohammad M. Masud, Latifur Khan, and Bhavani Thuraisingham. “Email Worm Detection using Naïve Bayes and Support Vector Machine”. In Proceedings of the IEEE International Conference on Intelligence and Security Informatics (ISI’06), San Diego, CA, USA, May 23-24, 2006.  LNCS 3975/2006, pp. 733-734

 

2004

Mohammad M. Masud. “Combined Evolution Model: Integrating Machine Learning, Simulated Annealing and Evolutionary Computing”. In Proceedings of the 5th International Conference on Recent Advances in Soft Computing (RASC’04), 16-18 December, 2004, Nottingham, U.K, pp. 428-435.

 

Mohammad M. Masud, Md. Monirul Islam, and K. Murase. “Empirical Study On Learnable Evolution Model For P-Median and Capacitated P-Median Problems”. In Proceedings of the Fourth International Symposium on Human and Artificial Intelligence Systems: From Control to Autonomy (HART’04), 5-6 December, 2004, Fukui, Japan, pp. 265-270.

 

2001

Mehedy Mashnad, and Mohammad M. Masud. “Simulation of the Stochastic Response of Offshore Platform to Wave Forces”. Computer Methods and Advances in Geomechanics, Balkema Publishers, Desai et al. edited, pp.1319-1323.

 

2000

Mehedy Mashnad, and Mohammad M. Masud. “Simulation of Stochastic Response of Offshore Structures Excited by Stationary Drag and Inertia Forces”. In DeRoeck, G. and Topping, B.H.V. (eds.) Computational Civil and Structural Engineering, pp. 11-16. Edinburgh, UK, 2000, Civil-Comp Press.

Publications

Home