2 papers
eess.AS2020
Siamese x-vector reconstruction for domain adapted speaker recognition
Shai Rozenberg, Hagai Aronowitz, Ron Hoory
With the rise of voice-activated applications, the need for speaker recognition is rapidly increasing. The x-vector, an embedding approach based on a deep neural network (DNN), is…
cs.LG2019
MadNet: Using a MAD Optimization for Defending Against Adversarial Attacks
Shai Rozenberg, Gal Elidan, Ran El-Yaniv
This paper is concerned with the defense of deep models against adversarial attacks. Inspired by the certificate defense approach, we propose a maximal adversarial distortion (MAD)…