Peer Reviewed Conference Publications:


2004

  • P. Chavez, S. Mukkamala, A. H. Sung (2004) Distributed Multi-Intelligent Agent Frame Work for Detection of Stealthy Probes. Proceedings of International Conference on Hybrid Intelligent Systems, published as published as Design and Application of Hybrid Intelligent Systems and Applications, Frontiers in Artificial Intelligence and Applications Series.

  • A. H. Sung, S. Mukkamala. (2004) The Feature Selection and Intrusion Detection Problems. In Proceedings of the 9th Asian Computing Science Conference, Lecture Notes in Computer Science 3029 Springer 2004, pp.

  • S. Mukkamala, A.H. Sung. (2004) Coordinated Distributed Multi Attacks (CDMA). Proceedings of IEEE International Conference Systems, Man, and Cybernetics, IEEE Computer Society Press.

  • A.H. Sung, J. Xu, P. Chavez, S. Mukkamala (2004) Static Analyzer for Vicious Executables (SAVE). Proceedings of 20th Annual Computer Security Applications Conference (ACSAC). IEEE Computer Society Press. pp.

  • A.H. Sung, K. Ramamoorthy, S. Mukkamala, T. Sulaiman, T. (2004) Static Analyzer for Vicious Executables (SAVE).

  • A. S. Vieira, B. Ribeiro, S. Mukkamala, J. C. Neves, A. Sung. (2004) On the Performance of Learning Machines for Bankruptcy Detection. Proceedings of IEEE International Conference on Computational Cybernetics (ICCC 2004), IEEE Computer Society Press.

  • A.H. Sung, J. Xu, K. Ramamoorthy, P. Chavez, S. Mukkamala, T. Sulaiman, T. Xie (2004) Static Analyzer for Vicious Executables (SAVE). Presented in Work-in-progress Section of IEEE Symposium on Security and Privacy.

  • S. Mukkamala, A.H. Sung. (2004) A Framework for Countering Denial of Service Attacks (Knowledge Discovery Approach). Proceedings of IEEE International Conference Systems, Man, and Cybernetics, IEEE Computer Society Press, pp.

  • T. Xie, A. H. Sung, S. Mukkamala, Q. Liu (2004) Reactive Tamper Detection for Image Authentication. Proceedings of the IEEE Fourth International Conference on Intelligent Systems Design and Applications, Intelligent Systems Design and Applications, Advances in Soft Computing, ISBN 96-37154-30-2, pp. 795-801

  • M. Paprzycki, A. Abraham, R. Guo, S. Mukkamala. (2004) Data Mining Approach for Analyzing Call Center Performance. Proceedings of Innovations in Applied Artificial Intelligence, 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE). Lecture Notes in Computer Science 3029 Springer 2004, ISBN 3-540-22007-0, pp. 1092-1101. (nominated as best paper).

  • S. Mukkamala, A. H. Sung, A. Abraham. (2004) Modeling Intrusion Detection Systems Using Linear Genetic Programming Approach. Proceedings of Innovations in Applied Artificial Intelligence, 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE). Lecture Notes in Computer Science 3029 Springer 2004, ISBN 3-540-22007-0, pp. 633-642.

  • S. Mukkamala, A.H. Sung. (2004) Computational Intelligent Techniques for Detecting Denial of Service Attacks. Proceedings of Innovations in Applied Artificial Intelligence, 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems (IEA/AIE). Lecture Notes in Computer Science 3029 Springer 2004, ISBN 3-540-22007-0, pp. 616-634.

  • S. Mukkamala, A. H. Sung, A. Abraham, V. Ramos (2004) Intrusion Detection Systems using Adaptive Regression Splines. Proceedings of 6th International Conference on Enterprise Information Systems (ICEIS 2004), INSTICC - Institute for Systems and Technologies of Information, Control and Communication, ISBN 972-8865-00-7, Vol. 3, pp. 26-33.

  • A. H. Sung, G. K. Tadiparthi, S. Mukkamala. (2004) Defeating the Current Steganlytic Techniques (Robust Steganography). Proceedings of International Conference on Information Technology, IEEE Computer Society Press, pp. 440-444.

  • H. S. Soliman and M. Omari. "New Design Strategy of Dynamic Security Implementation." IEEE Workshop on Adaptive Wireless Networks (Globecom 2004), Dallas, TX, Dec 3, 2004.

  • H. S. Soliman and M. Omari. "An Efficient Application of A Dynamic Crypto System in Mobile Wireless Security." IEEE Wireless Communications and Networking Conference, Atlanta, Georgia, 21-25 March 2004.

  • H. S. Soliman and M. Omari. "Secure Authentication and Communication of Ad hoc Networks." Communication Networks and Distributed Systems Modeling and Simulation Conference, San Diego, California, 18-22 January 2004.

  • Qingzhong Liu, Andrew H. Sung, Jianyun Xu, Steganalysis of SES, 7th International Conference on Information Security & Cryptology, Seoul, Korea, Dec. 2-3, 2004

  • Tao Xie, Andrew H. Sung, Srinivas Mukkamala, Qingzhong Liu, Reactive Tamper Detection for Image Authentication, 4th International conference on Intelligent Systems Design and Application (ISDA 2004), August 26-28, 2004, Budapest, Hungary.

  • Qingzhong Liu, Andrew H. Sung, Bernardete M. Ribeiro, Statistical Correlations and Machine Learning for Steganalysis, accepted by 7th International Conference on Artificial Neural Networks and Genetic Algorithms 2005, Coimbra, Portugal.

  • Jianyun Xu, Andrew H. Sung, P. Chavez & S. Mukkamala. Polymorphic Malicious Executable Scanner by API Sequence Analysis. 4th International Conference on Hybrid Intelligent Systems. Dec 6-8, Kitakyushu, Japan.

  • Jianyun Xu, Andrew H. Sung, Qingzhong Liu &Peipei Shi. Proceeding of The 2004 International Conference on Imaging Science, Systems, and Technology, Las Vegas, Nevada, June 21-24, 2004.

  • Jianyun Xu, Andrew H. Sung, Qingzhong Liu & Peipei Shi. JPEG Compression Immune Steganography Using Wavelet Transform. Proceeding of the forthcoming International Conference on Information Technology (ITCC 2004) Conference on Information Assurance and Security.

2003

  • S. Mukkamala, A. H. Sung, A. Abraham. (2003) Distributed Multi-Intelligent Agent Frame Work for Detection of Stealthy Probes. Proceedings of International Conference on Hybrid Intelligent Systems, published as published as Design and Application of Hybrid Intelligent Systems and Applications, Frontiers in Artificial Intelligence and Applications Series, Vol. 104, IOS Press, pp. 779-788.

  • S. Mukkamala, A. H. Sung. (2003) A Distributed Agent Based IDS for Stealthy Probe Detection. Proceedings of First Indian International Conference on Artificial Intelligence (IICAI 2003), pp. 413-422.

  • S. Mukkamala, A.H. Sung. (2003) A Comparative Study of Techniques for Intrusion Detection. Proceedings of 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), IEEE Computer Society Press, pp.570-579.

  • S. Mukkamala, A.H. Sung. (2003) Artificial Intelligent Techniques for Intrusion Detection. Proceedings of IEEE International Conference Systems, Man, and Cybernetics, IEEE Computer Society Press, pp.1266-1272.

  • S. Mukkamala, A. H. Sung. (2003) Soft Computing Techniques for Intrusion Detection. Proceedings of Workshop on Statistical and Machine Learning Techniques in Computer Intrusion Detection, George Mason University. ONR and AFSOR Sponsored Workshop on Intrusion Detection. [http://www.galaxy.gmu.edu/intrusiondetection/2003schedule]

  • G. K. Tadiparthi, S. Mukkamala, A. H. Sung. (2003) Robust Steganography Using Animations. Proceedings of the 7th IASTED International Conference on Internet and Multimedia Systems and Applications, pp. 467-472.

  • S. Mukkamala, A. H. Sung, A. Abraham. (2003) Intrusion Detection Using Ensemble of Soft Computing Paradigms. Proceedings of the Third International Conference on Intelligent Systems Design and Applications, Intelligent Systems Design and Applications, Advances in Soft Computing, Springer Verlag, Germany, pp. 239-248.

  • G. K. Tadiparthi, S. Mukkamala, A. H. Sung. (2003) A Steganography Database. Proceedings of Digital Forensics Research Workshop, Cleveland.

  • S. Mukkamala, A.H. Sung. (2003) Detecting Denial of Service Attacks Using Support Vector Machines. Proceedings of IEEE International Conference on Fuzzy Systems, IEEE Computer Society Press, pp.1231-1236.

  • A. H. Sung, S. Mukkamala. (2003) Identifying Important Features for Intrusion Detection Using Support Vector Machines and Neural Networks. In Proceedings of the 2003 International Symposium on Applications and the Internet Technology, IEEE Computer Society Press, pp.209-216.

  • A. H. Sung, S Mukkamala. (2003) Feature Selection for Intrusion Detection Using Neural Networks and Support Vector Machines. Proceedings of the 82nd Annual Meeting of the Transportation Research Board, National Academics.

  • H. S. Soliman and M. Omari. "Defending against Denial of Service Attacks: An application of Synchronous Encryption System." The IASTED International Conference on Communications, Internet, and Information Technology, CIIT 2003, November 17th 2003, Scottsdale, Arizona, USA.

  • H. S. Soliman and M. Omari. "Satellite Image Compression Using A Universal Codebook: Applications of Direct Classification Technique." Proceedings of the 7th World Multiconference on Systematics, Cybernatics and Informatics, July 27th 2003, Orlando, Florida, USA.

  • H. S. Soliman and M. Omari. "Encryption Using Dynamic Key Management."Proceedings of the 7th World Multiconference on Systematics, Cybernatics and Informatics, pp 66-71, July 27th 2003, Orlando, Florida, USA.

  • Jianyun Xu, Andrew H. Sung, Peipei Shi & Qingzhong Liu. Text Steganography Using Wavelet Transform. 7th IASTED International Conference on Internet and Multimedia Systems and Applications 2003.

  • Yuqi Du, Jianyun Xu , & R.S. Balch, Neural Network Applications Obtain an Optimum Artificial Neural Network Model for Reservoir Studies. SPE Annual Technical Conference and Exhibition 2003.

2002

  • S. Mukkamala, A H. Sung. (2002) Performance Based Feature Identification for Intrusion Detection Using Support Vector Machines. Proceedings of Second International Conference on Hybrid Intelligent Systems, published as Soft Computing Systems, Design, Management, and Applications, Frontiers in Artificial Intelligence and Applications Series, Vol. 87, IOS Press, pp.351-361.

  • S. Mukkamala, A. H. Sung, S. Veeramachaneni. (2002) Learning Machines for Intrusion Detection. Proceedings of ANNIE: Artificial Neural Networks in Engineering, published as Intelligent Engineering Systems through Artificial Neural Networks, Vol. 12 (C. H. Dagli, et al. Editors), ASME Press, pp.465-470.

  • S. Mukkamala, A. H. Sung. (2002) Identifying Key Features for Intrusion Detection Using Neural Networks. Proceedings of 15th International Conference on Computer Communications, pp. 1132-1138.

  • S. Mukkamala, A. H. Sung. (2002) Audit Data Reduction Using Neural Networks and Support Vector Machines. Proceedings of Digital Forensics Research Workshop, August 7-9, Syracuse University, Center for Systems Assurance.

  • S. Mukkamala, A. H. Sung. (2002) Learning machines for Intrusion Detection: Support Vector Machines and Neural Networks. Proceedings of International Conference on Security and Management, pp.525-531.

  • S. Mukkamala, A. H. Sung. (2002) Feature ranking and Selection for Intrusion detection Systems. Proceedings of International Conference on Information and Knowledge Engineering, pp.503-509.

  • S. Mukkamala, A. H. Sung. (2002) Comparison of Neural Networks and Support Vector Machines in Intrusion Detection. Proceedings of Workshop on Statistical and Machine Learning Techniques in Computer Intrusion Detection, Johns Hopkins University. [http://www.mts.jhu.edu/~cidwkshop/abstracts.html]

  • S. Mukkamala, G. Janoski, A H. Sung. (2002) Intrusion Detection Using Neural Networks and Support Vector Machines. Proceedings of IEEE International Joint Conference on Neural Networks, IEEE Computer Society Press, pp.1702-1707.

  • S. Mukkamala, G. Janoski, A. H. Sung. (2002) Intrusion Detection Using Support Vector Machines. Proceedings of Advanced Simulation Technologies Conference, pp.178-183.

  • G. Janoski, S. Mukkamala, A.H. Sung. (2002) A Comparison of Soft Computing Methods for Reservoir Simulation, Soft Computing and Industry - Recent Applications, Springer Verlag, ISBN 1-85233-539-4, pp.821-832.

  • H. S. Soliman and M. Omari. "Image Compression using Neural Nets: Hybrid ART/Kohonen Neural Model for Document Image Compression." ANNIE 2002, University of Missouri-Rolla, MO, November 2002.

  • H. S. Soliman and M. Omari. "Image Compression using Neural Nets: "Universal Codebook versus Local Codebook: Applications of Image Compression Using AVQ Theory." ANNIE 2002, University of Missouri-Rolla, MO, November 2002.

2001

  • S. Mukkamala, G. Janowski, A. H. Sung. (2001) Intrusion Detection Using Neural Networks and Support Vector Machines. Proceedings of Hybrid Information Systems Advances in Soft Computing, Physica Verlag, Springer Verlag, ISBN 3790814806, pp.121-138.

  • S. Mukkamala, G. Janowski, A. H. Sung. (2001) Monitoring Information System Security. Proceedings of the 11th Annual Workshop on Information Technologies & Systems, pp.139-144.

  • G. Janoski, N. Benslimame, S. Mukkamala, and A. Sung. (2001) Using Neural Networks for System Security Monitoring. Proceedings of International Conference Intelligent Systems and Control, pp. 360-365.

  • G. Janoski, S. Mukkamala, A.H. Sung. (2001) A Comparison of Soft Computing Methods for Reservoir Simulation, World Conference on Soft Computing in Industrial Applications (WSC6), (selected as a best paper, http://www.vision.fhg.de/wsc6/bestpapers.html).
Center of Academic Excellence in Information Assurance Education. New Mexico Tech, 801 Leroy Place, Socorro, NM 87801
Phone: (505)835-5949 Fax: (505)835-5587