Zobrazeno 1 - 10
of 3 104
pro vyhledávání: '"Biton A"'
Autor:
Dor, Maor Biton, Mirsky, Yisroel
This paper introduces a novel data-free model extraction attack that significantly advances the current state-of-the-art in terms of efficiency, accuracy, and effectiveness. Traditional black-box methods rely on using the victim's model as an oracle
Externí odkaz:
http://arxiv.org/abs/2410.15429
Autor:
Tsutsui, Kenta, Brimer, Shany Biton, Ben-Moshe, Noam, Sellal, Jean Marc, Oster, Julien, Mori, Hitoshi, Ikeda, Yoshifumi, Arai, Takahide, Nakano, Shintaro, Kato, Ritsushi, Behar, Joachim A.
Atrial fibrillation (AF) is a common atrial arrhythmia that impairs quality of life and causes embolic stroke, heart failure and other complications. Recent advancements in machine learning (ML) and deep learning (DL) have shown potential for enhanci
Externí odkaz:
http://arxiv.org/abs/2406.16974
Introduction: Deep learning models for detecting episodes of atrial fibrillation (AF) using rhythm information in long-term, ambulatory ECG recordings have shown high performance. However, the rhythm-based approach does not take advantage of the morp
Externí odkaz:
http://arxiv.org/abs/2401.05411
Autor:
Behar, Joachim A., Levy, Jeremy, Zvuloni, Eran, Gendelman, Sheina, Rosenberg, Aviv, Biton, Shany, Derman, Raphael, Sobel, Jonathan A., Alexandrovich, Alexandra, Charlton, Peter, Goda, Márton Á
PhysioZoo is a collaborative platform designed for the analysis of continuous physiological time series. The platform currently comprises four modules, each consisting of a library, a user interface, and a set of tutorials: (1) PhysioZoo HRV, dedicat
Externí odkaz:
http://arxiv.org/abs/2309.04498
Autor:
Biton, Dudi, Misra, Aditi, Levy, Efrat, Kotak, Jaidip, Bitton, Ron, Schuster, Roei, Papernot, Nicolas, Elovici, Yuval, Nassi, Ben
Machine learning (ML) models are known to be vulnerable to a number of attacks that target the integrity of their predictions or the privacy of their training data. To carry out these attacks, a black-box adversary must typically possess the ability
Externí odkaz:
http://arxiv.org/abs/2309.02159
Autor:
M. T. Herrera-Abreu, J. Guan, U. Khalid, J. Ning, M. R. Costa, J. Chan, Q. Li, J-P. Fortin, W. R. Wong, P. Perampalam, A. Biton, W. Sandoval, J. Vijay, M. Hafner, R. Cutts, G. Wilson, J. Frankum, T. I. Roumeliotis, J. Alexander, O. Hickman, R. Brough, S. Haider, J. Choudhary, C. J. Lord, A. Swain, C. Metcalfe, N. C. Turner
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-19 (2024)
Abstract CDK4/6 inhibition in combination with endocrine therapy is the standard of care for estrogen receptor (ER+) breast cancer, and although cytostasis is frequently observed, new treatment strategies that enhance efficacy are required. Here, we
Externí odkaz:
https://doaj.org/article/b017bcff889f48aab6b6f9fbfc965a35
Autor:
Ben-Moshe, Noam, Biton, Shany, Tsutsui, Kenta, Suleiman, Mahmoud, Sörnmo, Leif, Behar, Joachim A.
Introduction: The presence of fibrillatory waves (f-waves) is important in the diagnosis of atrial fibrillation (AF), which has motivated the development of methods for f-wave extraction. We propose a novel approach to benchmarking methods designed f
Externí odkaz:
http://arxiv.org/abs/2307.08331
Autor:
Christoph Kilian, Hanna Ulrich, Viktor A. Zouboulis, Paulina Sprezyna, Jasmin Schreiber, Tomer Landsberger, Maren Büttner, Moshe Biton, Eduardo J. Villablanca, Samuel Huber, Lorenz Adlung
Publikováno v:
npj Systems Biology and Applications, Vol 10, Iss 1, Pp 1-9 (2024)
Abstract Single-cell-based methods such as flow cytometry or single-cell mRNA sequencing (scRNA-seq) allow deep molecular and cellular profiling of immunological processes. Despite their high throughput, however, these measurements represent only a s
Externí odkaz:
https://doaj.org/article/dfc656f64e754da59ca2a0d5aea18f89
Autor:
N. Haim, V. Grigorieva, R. Soffer, B. Mayzel, T. Katz, R. Alkalay, E. Biton, A. Lazar, H. Gildor, I. Berman-Frank, Y. Weinstein, B. Herut, Y. Toledo
Publikováno v:
Earth System Science Data, Vol 16, Pp 2659-2668 (2024)
Processed and analyzed sea surface wave characteristics derived from an up-looking acoustic Doppler current profiler (ADCP) for the period 2016–2022 are presented as a dataset available from the public open-access repository of SEA scieNtific Open
Externí odkaz:
https://doaj.org/article/3b70bef5c69745a0a983cfd5e9cc1b67
We study the problem of finding a Hamiltonian cycle under the promise that the input graph has a minimum degree of at least $n/2$, where $n$ denotes the number of vertices in the graph. The classical theorem of Dirac states that such graphs (a.k.a. D
Externí odkaz:
http://arxiv.org/abs/2302.00742