Patent 7953280 was granted and assigned to Los Alamos National Security on May, 2011 by the United States Patent and Trademark Office.
A distribution-based anomaly detection platform is described that identifies a non-flat background that is specified in terms of the distribution of the data. A resampling approach is also disclosed employing scrambled resampling of the original data with one class specified by the data and the other by the explicit distribution, and solving using binary classification.