Curriculum Vitae - The University of Texas at Dallas

We also have additional papers accepted/published in prestigious conferences including IEEE ICDM andECML/PKDD. Together with our colleagues at the University of Illinois, we have applied for a patent onthe Novel Class Detection System with The University of Texas at Dallas as the primary inventor. Wehave assembled all of the work described in Papers 1 - 3 as well as our additional papers on this topic andhave written a book titled Data Mining Tools for Malware Detection (to be published later in the year).1. A New Intrusion Detection System using Support Vector Machines and Hierarchical Clustering,VLDB Journal, Vol. 16, 2007 (co-authors: M. Awad, L. Khan). Co-AuthorMy Contribution: Prof. Khan and his student Mr. Awad carried out the design andimplementation. I gave comments and wrote much of the paper from the thesis.2. A Hybrid Model to Detect Malicious Executables, Proceedings IEEE International Conference onCommunication (ICC 2007) (co-authors: M. Masud, L. Khan). Co-AuthorMy Contribution: This was a team effort. Prof. Khan and I supervised the student (Mr. Masud).The student carried out the detailed design and implementation. The paper was written by thestudent and I gave comments.3. A Scalable Multi-level Feature Extraction Technique to Detect Malicious Executables,Information Systems Frontiers, Vol. 10, No. 1, p.33-45, March 2008 (co-authors: M. Masud, L.Khan). Co-AuthorMy Contribution: This was a team effort. Prof. Khan and I supervised the student (Mr. Masud).The student carried out the detailed design and implementation. The paper was written by thestudent and I gave comments.4. A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount ofLabeled Data, Proceedings International Conference on Data Mining (ICDM 2008) (co-authors:M. Masud, J. Gao, L. Kahn, J. Han). Co-AuthorMy Contribution: This was a team effort between The University Texas at Dallas and theUniversity of Illinois at Urbana Champaign. Prof. Khan and I supervised the student (Mr. Masud).The student carried out the detailed design and implementation. The paper was mainly written bythe student and I gave comments.5. Classification and Novel Class Detection in Concept-Drifting Data Streams under TimeConstraints, IEEE Transactions on Knowledge and Data Engineering, , Vol. 23, No. 6, p. 859 –874, June 2011 (co-authors: M. Masud, J. Gao, L. Khan, J. Han). Co-AuthorMy Contribution: This was a team effort between The University Texas at Dallas and theUniversity of Illinois at Urbana Champaign. Prof. Khan and I supervised the student (Mr. Masud).The student carried out the detailed design and implementation. The paper was mainly written bythe student and I gave comments.6. Exploiting an Antivirus Interface, Computer Standards and Interface Journal, Vol. 31,No.6, 2009 (co-authors: K. Hamlen, V. Mohan, M. Masud, L. Khan). Co-AuthorMy Contribution: I conceived the idea. This was a team effort between Prof. Hamlen, Prof. Khan,myself and our students, Mr. Masud and Mr. Mohan. The students carried out the detailed designand implementation. The paper was mainly written by Prof. Hamlen and I gave comments.17.6 CONCLUSIONIn this section, I have presented a sample of my papers and described my research contributions in securedependable data management. Section 17.1 provided a sample of my papers in multilevel secure datamanagement. Section 17.2 provided a sample of my papers in dependable data management. Section 17.3provided a sample of my papers in semantic web, web services security and Section 17.4 provided asample of my papers in data mining for malware detection. My research is continuing in these areas aswell as in additional areas. Below I provide an overview.110