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of 1 357
pro vyhledávání: '"Sherman, S. P."'
Batched sparse (BATS) code is a network coding solution for multi-hop wireless networks with packet loss. Achieving a close-to-optimal rate relies on an optimal degree distribution. Technical challenges arise from the sensitivity of this distribution
Externí odkaz:
http://arxiv.org/abs/2405.08194
Differentially private stochastic gradient descent (DP-SGD) adds noise to gradients in back-propagation, safeguarding training data from privacy leakage, particularly membership inference. It fails to cover (inference-time) threats like embedding inv
Externí odkaz:
http://arxiv.org/abs/2309.06746
Autor:
Li, Cheuk Ting, Chow, Sherman S. M.
Access control encryption (ACE) enforces, through a sanitizer as the mediator, that only legitimate sender-receiver pairs can communicate, without the sanitizer knowing the communication metadata, including its sender and recipient identity, the poli
Externí odkaz:
http://arxiv.org/abs/2305.07593
Autor:
Behnia, Rouzbeh, Riasi, Arman, Ebrahimi, Reza, Chow, Sherman S. M., Padmanabhan, Balaji, Hoang, Thang
Secure aggregation protocols ensure the privacy of users' data in federated learning by preventing the disclosure of local gradients. Many existing protocols impose significant communication and computational burdens on participants and may not effic
Externí odkaz:
http://arxiv.org/abs/2304.03841
Radio Frequency Identification (RFID) is a key technology used in many applications. In the past decades, plenty of secure and privacy-preserving RFID tag/mutual authentication protocols as well as formal frameworks for evaluating them have been prop
Externí odkaz:
http://arxiv.org/abs/2210.10244
Texts convey sophisticated knowledge. However, texts also convey sensitive information. Despite the success of general-purpose language models and domain-specific mechanisms with differential privacy (DP), existing text sanitization mechanisms still
Externí odkaz:
http://arxiv.org/abs/2106.01221
Autor:
Sherman S. Leung, Nataliya Lenchik, Clayton Mathews, Alberto Pugliese, Domenica A. McCarthy, Selena Le Bagge, Adam Ewing, Mark Harris, Kristen J. Radford, Danielle J. Borg, Ivan Gerling, Josephine M. Forbes
Publikováno v:
Scientific Reports, Vol 13, Iss 1, Pp 1-15 (2023)
Abstract Hypoglycemia in type 1 diabetes associates with changes in the pancreatic islet α cells, where the receptor for advanced glycation end products (RAGE) is highly expressed. This study compared islet RAGE expression in donors without diabetes
Externí odkaz:
https://doaj.org/article/1e61b2e4072243548923a79cf1259cab
Autor:
Solovev, A., Andreyanov, A., Barion, L., Ciullo, G., Engels, R., Fotyev, V., Ivshin, K., Kochenda, L., Kravchenko, P., Kravtsov, P., Larionov, V., Rozhdestvensky, A., Sherman, S., Solovyev, I., Trofimov, V., Vasilyev, A., collaboration, M. Vznuzdaev of the PolFusion
The study of DD reactions, especially with polarized reactants, helps for better understanding of the processes taking place in nuclear astrophysics and fusion reactors. At PNPI Gatchina, Russia, the PolFusion experiment with crossing of two polarize
Externí odkaz:
http://arxiv.org/abs/2006.09816
Convolutional neural network is a machine-learning model widely applied in various prediction tasks, such as computer vision and medical image analysis. Their great predictive power requires extensive computation, which encourages model owners to hos
Externí odkaz:
http://arxiv.org/abs/2002.10944
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