no code implementations • 12 Jul 2016 • Amit Bermanis, Aviv Rotbart, Moshe Salhov, Amir Averbuch
The dictionary enables to have a natural extension of the low-dimensional embedding to out-of-sample data points, which gives rise to a distortion-based criterion for anomaly detection.
no code implementations • 17 Feb 2015 • Aviv Rotbart, Gil Shabat, Yaniv Shmueli, Amir Averbuch
Such approach is harder to deceive and we show that only a few file fragments from a whole file are needed for a successful classification.