Peer Reviewed Book Chapters and Journal Papers:

2004

• S. Mukkamala, A. H. Sung, A. Abraham (2004) Designing Intrusion Detection Systems: Architectures and Perspectives. Annual Review of Communications, Vol. 57, International Engineering Consortium. ISBN: 1-931695-28-8


• S. Mukkamala, A. H. Sung, A. Abraham, V. Ramos (2004) Intrusion Detection Systems using Adaptive Regression Splines. Kluwer Academic Press.


• S. Mukkamala, A. H. Sung (2004) Knowledge Discovery in Network Audit Trails. Lecture Notes in Computer Science, Springer (In Press)


• A. S. Vieira, B. Ribeiro, S. Mukkamala, J. C. Neves, A. Sung. (2004) On the Performance of Learning Machines for Bankruptcy Detection (Under Review)


• S. Mukkamala, A. H. Sung (2004) An Ensemble of Network Forensic Models and Significant Feature Analysis, Elsevier (Under Review)


• S. Mukkamala, A. H. Sung, A. Abraham. (2004) Hybrid Multi Agent Framework for Detection of Stealthy Probes. Applied Soft Computing Journal, Elsevier (In Press)


• S. Mukkamala, A. H. Sung, A. Abraham. (2004) Intrusion Detection Using an Ensemble of Intelligent Paradigms. Journal of Network and Computer Applications, Elsevier (In Press)

2003

• S. Mukkamala, A. H. Sung. (2003) Identifying Significant Features for Network Forensic Analysis Using Artificial Intelligence Techniques. In International Journal on Digital Evidence, IJDE Volume 1, Issue 4


• S. Mukkamala, A.H. Sung. (2003) Feature Selection for Intrusion Detection Using Neural Networks and Support Vector Machines. Journal of the Transportation Research Board of the National Academics, Transportation Research Record No 1822, pp. 33-39

2002

• S. Mukkamala. (2002) Mining Key Features from Network Audit Trails for Intrusion Detection Systems Using Machine Learning Techniques. Criminal Intelligence Digest, Central Bureau of Investigation

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.


• 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.


• 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.

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).

Peer Reviewed Tutorials:

2004

• A.H. Sung, S. Mukkamala. (2004) Information Security. Proceedings of 11th International Conference on High Performance Computing HiPC 2004, Lecture Notes in Computer Science (2913), Springer, Tutorials.


• A.H. Sung, S. Mukkamala. (2004) Information Security. (Lateral Computing)


• A.H. Sung, S. Mukkamala. (2004) Information Security. (ICANGA)


• A.H. Sung, S. Mukkamala. (2004) Principles and Challenges in Network Defense. Proceedings of IEEE International Conference on IRI, IEEE Computer Society Press, Tutorials.


• S. Mukkamala, A. H. Sung. (2004) Principles and Practices in Network Defense. Proceedings of IEEE International Conference on Computational Cybernetics (ICCC 2004), IEEE Computer Society Press


• A.H. Sung, S. Mukkamala. (2004) Information Assurance. Proceedings of the Third International Conference on Intelligent Systems Design and Applications (ISDA 04), Intelligent Systems Design and Applications, Advances in Soft Computing, Springer Verlag, Germany, Tutorials.


• A. H. Sung, S. Mukkamala, Ed. Paz. (2004) Principles, Practices and Challenges in Information Security. Proceedings of International Conference on Information Technology (ITCC 04), IEEE Computer Society Press, Tutorial.

2003

• A.H. Sung, S. Mukkamala. (2003) Information Security. Proceedings of 10th International Conference on High Performance Computing HiPC 2003, Lecture Notes in Computer Science (2913), Springer, Tutorials.


• A.H. Sung, S. Mukkamala. (2003) Information Assurance. Proceedings of IEEE International Conference on IRI, IEEE Computer Society Press, Tutorials.


• A.H. Sung, S. Mukkamala. (2003) Need for Information Assurance and Security. Proceedings of IEEE International Conference Systems, Man, and Cybernetics, IEEE Computer Society Press, Tutorials.


• A.H. Sung, S. Mukkamala. (2003) Information Assurance. Proceedings of the Third International Conference on Intelligent Systems Design and Applications, Intelligent Systems Design and Applications, Advances in Soft Computing, Springer Verlag, Germany, Tutorials.

Invited Talks

2004

• S. Mukkamala. (2004) Is Information Security a Myth? City of Socorro Rotary Club Meeting.


• S. Mukkamala. (2004) Information Security and Assurance Challenges (Government Perspective). Briefing to the Legislators of New Mexico (Information Technology Committee, ITOC)


• S. Mukkamala. (2004) Principles of Network Defense. Chief Information Technology Officers of New Mexico State Agencies(29 state agencies)


• S. Mukkamala. (2004) Principles and Practices of Information Security. Luna Community College.


• S. Mukkamala. (2004) Principles and Practices of Information Security. CENAC.


• S. Mukkamala. (2004) Information Security and Awareness. CENAC.

2003

• S. Mukkamala. (2003) Information Assurance and Security Awareness. City of Socorro Councilors Meeting.


• S. Mukkamala. (2003) Digital Forensics. Home Ministry Government of Andhra Pradesh (Briefed Senior I.P.S. Officers).

2002

• S. Mukkamala. (2002) Law Enforcement Challenges in Cyber Crime. Central Bureau of Investigation (Briefed Senior I.P.S. Officers).