Title: Applications of Singular Value Decomposition to cryptography and privacy

Abstract: There have been recent attempts to encrypt images and text using the singular Value decomposition of a matrix.  We talk about some of these protocols and results and possible benefits. We also mention some protocols to preserve privacy in data mining. We will quickly overview SVD in the beginning.