Information Hiding Techniques for Steganography and Digital Watermarking
Information Hiding Techniques for Steganography and Digital Watermarking
Nonsmooth Nonnegative Matrix Factorization (nsNMF)
IEEE Transactions on Pattern Analysis and Machine Intelligence
Email Surveillance Using Non-negative Matrix Factorization
Computational & Mathematical Organization Theory
ICIG '07 Proceedings of the Fourth International Conference on Image and Graphics
Video steganalysis using motion estimation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
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We describe a research program in cybercrime and computer forensics which relies heavily on research by undergraduates. The goals of this program are to complete projects as defined by clients, but also to allow students to experience the frustrations and enjoyment of solving real-world problems. Furthermore, this experiential approach builds a rich educational environment for students where they must "work for a boss" (faculty member) and with "coworkers" (other students) in a group effort. Overall, students have found the experiences to be beneficial, and we typically have more applicants for the positions than are possible to fill. We describe three of the actual projects used and illustrate our lessons learned.