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pro vyhledávání: '"Naeh A"'
In this paper, we present a proof of concept for adversarially attacking the image-based localization module of an autonomous vehicle. This attack aims to cause the vehicle to perform a wrong navigational decisions and prevent it from reaching a desi
Externí odkaz:
http://arxiv.org/abs/2210.06589
Autor:
Rahamim, Adir, Naeh, Itay
In this paper, we introduce a novel neural network training framework that increases model's adversarial robustness to adversarial attacks while maintaining high clean accuracy by combining contrastive learning (CL) with adversarial training (AT). We
Externí odkaz:
http://arxiv.org/abs/2203.08959
Autor:
Maor-Sagie, Esther, Hallak, Mordechai, Haggiag, Noa, Naeh, Amir, Toledano, Yoel, Gabbay-Benziv, Rinat
Publikováno v:
In Diabetes Research and Clinical Practice August 2024 214
This paper makes a substantial step towards cloning the functionality of black-box models by introducing a Machine learning (ML) architecture named Deep Neural Trees (DNTs). This new architecture can learn to separate different tasks of the black-box
Externí odkaz:
http://arxiv.org/abs/2002.09864
Deep neural networks for video classification, just like image classification networks, may be subjected to adversarial manipulation. The main difference between image classifiers and video classifiers is that the latter usually use temporal informat
Externí odkaz:
http://arxiv.org/abs/2002.05123
Autor:
Anabusi, Saja, Aviram, Amir, Melamed, Nir, Asztalos, Elizabeth, Naeh, Amir, Zaltz, Arthur, Barrett, Jon, Mei-Dan, Elad
Publikováno v:
In American Journal of Obstetrics & Gynecology MFM July 2023 5(7)
Akademický článek
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Electrical Resistivity Tomography (ERT) has been extensively used for imaging the subsurface resistivity distribution and structure. Over the years, many algorithms have been developed in order to solve the subsurface resistivity distribution from th
Externí odkaz:
http://arxiv.org/abs/1805.03698
Autor:
Naeh, I.
Simulating wave propagation on discrete grid in time domain requires the description of both the parameters of the media and the values of the wave field at two different time steps within the simulated domain. For most practical cases this operation
Externí odkaz:
http://arxiv.org/abs/1702.00216