Zobrazeno 1 - 10
of 744
pro vyhledávání: '"Nomeir, A. A."'
In a classification task, counterfactual explanations provide the minimum change needed for an input to be classified into a favorable class. We consider the problem of privately retrieving the exact closest counterfactual from a database of accepted
Externí odkaz:
http://arxiv.org/abs/2411.10429
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
Publikováno v:
Heliyon, Vol 10, Iss 15, Pp e34983- (2024)
This study focuses on creating a superhydrophobic, durable, and exceptionally transparent coating with dual-scale roughness by naturally formed raspberry-like particles. This approach facilitates the management of surface roughness at both single and
Externí odkaz:
https://doaj.org/article/84d766b0d1cf40309147ed1e23cd187a
Publikováno v:
In Heliyon 15 August 2024 10(15)
Publikováno v:
In Progress in Organic Coatings April 2024 189