Zobrazeno 1 - 10
of 4 925
pro vyhledávání: '"ÖNEN, A."'
Autor:
Taiello, Riccardo, Cansiz, Sergen, Vesin, Marc, Cremonesi, Francesco, Innocenti, Lucia, Önen, Melek, Lorenzi, Marco
Deploying federated learning (FL) in real-world scenarios, particularly in healthcare, poses challenges in communication and security. In particular, with respect to the federated aggregation procedure, researchers have been focusing on the study of
Externí odkaz:
http://arxiv.org/abs/2409.00974
Autor:
Ünsal, Ayşe, Önen, Melek
This work inspects a privacy metric based on Chernoff information, \textit{Chernoff differential privacy}, due to its significance in characterization of the optimal classifier's performance. Adversarial classification, as any other classification pr
Externí odkaz:
http://arxiv.org/abs/2403.10307
In this paper, we present a stealthy and effective attack that exposes privacy vulnerabilities in Graph Neural Networks (GNNs) by inferring private links within graph-structured data. Focusing on the inductive setting where new nodes join the graph a
Externí odkaz:
http://arxiv.org/abs/2307.13548
Autor:
Chouchane, Oubaïda, Panariello, Michele, Zari, Oualid, Kerenciler, Ismet, Chihaoui, Imen, Todisco, Massimiliano, Önen, Melek
Over the last decade, the use of Automatic Speaker Verification (ASV) systems has become increasingly widespread in response to the growing need for secure and efficient identity verification methods. The voice data encompasses a wealth of personal i
Externí odkaz:
http://arxiv.org/abs/2307.02135
Autor:
Ali Osman Turgut, Erman Gülendağ, Mürsel Küçük, Davut Koca, Adnan Ayan, Mehmet Eroğlu, Muhammed Furkan Önen
Publikováno v:
Turkish Journal of Agriculture: Food Science and Technology, Vol 12, Iss 10, Pp 1812-1816 (2024)
Milk traits of sheep are affected by many environmental and genetic factors. These traits are quantitative traits and are determined by many genes. This study aimed to investigate polymorphisms of milk-related Fatty-acid synthase (FASN), Stearoyl-CoA
Externí odkaz:
https://doaj.org/article/02092b59a6034d45ace2b9ecbfe2c9ca
Publikováno v:
Stem Cell Research & Therapy, Vol 15, Iss 1, Pp 1-14 (2024)
Abstract Background The use of mobilizing agents for hematopoietic stem cell (HSC) transplantation is insufficient for an increasing number of patients. We previously reported lipid made endocannabinoid (eCB) ligands act on the human bone marrow (hBM
Externí odkaz:
https://doaj.org/article/a2b796822ae146b28cb88a818f513d20
Publikováno v:
The Journal of Pediatric Academy, Vol 5, Iss 3, Pp 88-92 (2024)
Improving bone health and preventing osteoporosis is an essential approach for hemophilia patients. Regarding precautions, the treatment model may affect bone health. To detect the effect of a treatment model (prophylaxis/on-demand treatment) on bone
Externí odkaz:
https://doaj.org/article/0f5729a2131d40cc9ea9e346fdd6abfa
Autor:
Cremonesi, Francesco, Vesin, Marc, Cansiz, Sergen, Bouillard, Yannick, Balelli, Irene, Innocenti, Lucia, Silva, Santiago, Ayed, Samy-Safwan, Taiello, Riccardo, Kameni, Laetita, Vidal, Richard, Orlhac, Fanny, Nioche, Christophe, Lapel, Nathan, Houis, Bastien, Modzelewski, Romain, Humbert, Olivier, Önen, Melek, Lorenzi, Marco
The real-world implementation of federated learning is complex and requires research and development actions at the crossroad between different domains ranging from data science, to software programming, networking, and security. While today several
Externí odkaz:
http://arxiv.org/abs/2304.12012
Publikováno v:
BMJ Open, Vol 14, Iss 12 (2024)
Objectives This study aims to investigate the relationship between anxiety levels and poor sleep quality among family caregivers of psychiatric patients, based on the history of sharp object injuries (SOI) inflicted by the patients.Design A case-cont
Externí odkaz:
https://doaj.org/article/d8b266fdf6074a00a7cb811aa73bfd91
Publikováno v:
Gephyra, Vol 27, Pp 69-93 (2024)
Phaselis is a harbour city located at the point where the Lykia, Pamphylia and Pisidia regions intersect. During the surveys and excavations carried out between 2019 and 2023, a total of 18 stamped amphora handles were found at different points of th
Externí odkaz:
https://doaj.org/article/b881874c5c4548de862ca0883c848943