Search Results for author: Yizhak Elboher

Found 2 papers, 0 papers with code

Robustness Assessment of a Runway Object Classifier for Safe Aircraft Taxiing

no code implementations8 Jan 2024 Yizhak Elboher, Raya Elsaleh, Omri Isac, Mélanie Ducoffe, Audrey Galametz, Guillaume Povéda, Ryma Boumazouza, Noémie Cohen, Guy Katz

As deep neural networks (DNNs) are becoming the prominent solution for many computational problems, the aviation industry seeks to explore their potential in alleviating pilot workload and in improving operational safety.

Efficiently Finding Adversarial Examples with DNN Preprocessing

no code implementations16 Nov 2022 Avriti Chauhan, Mohammad Afzal, Hrishikesh Karmarkar, Yizhak Elboher, Kumar Madhukar, Guy Katz

Deep Neural Networks (DNNs) are everywhere, frequently performing a fairly complex task that used to be unimaginable for machines to carry out.

Decision Making

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