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pro vyhledávání: '"Nomeir, Mohamed"'
Transparency and explainability are two extremely important aspects to be considered when employing black-box machine learning models in high-stake applications. Providing counterfactual explanations is one way of catering this requirement. However,
Externí odkaz:
http://arxiv.org/abs/2410.13812
We consider the problems arising from the presence of Byzantine servers in a quantum private information retrieval (QPIR) setting. This is the first work to precisely define what the capabilities of Byzantine servers could be in a QPIR context. We sh
Externí odkaz:
http://arxiv.org/abs/2401.17252
We consider the problem of private set membership aggregation of $N$ parties by using an entangled quantum state. In this setting, the $N$ parties, which share an entangled state, aim to \emph{privately} know the number of times each element (message
Externí odkaz:
http://arxiv.org/abs/2401.16390
We consider the problem of private membership aggregation (PMA), in which a user counts the number of times a certain element is stored in a system of independent parties that store arbitrary sets of elements from a universal alphabet. The parties ar
Externí odkaz:
http://arxiv.org/abs/2309.03872
We consider both the classical and quantum variations of $X$-secure, $E$-eavesdropped and $T$-colluding symmetric private information retrieval (SPIR). This is the first work to study SPIR with $X$-security in classical or quantum variations. We firs
Externí odkaz:
http://arxiv.org/abs/2308.10883
We consider a special case of $X$-secure $T$-private information retrieval (XSTPIR), where the security requirement is \emph{asymmetric} due to possible missing communication links between the $N$ databases considered in the system. We define the pro
Externí odkaz:
http://arxiv.org/abs/2305.05649
Akademický článek
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Publikováno v:
Al-Azhar Medical Journal. 50:1375-1394
Background: The optimal antibiotic therapy for the treatment of hospital acquired pneumonia (HAP) caused by Methicillin-resistant Staphylococcus aureus (MARSA) is controversial especially in diabetes mellitus patients. However, certain researches rec