Sok: Fully homomorphic encryption accelerators
Fully Homomorphic Encryption (FHE) is a key technology enabling privacy-preserving
computing. However, the fundamental challenge of FHE is its inefficiency, due primarily to …
computing. However, the fundamental challenge of FHE is its inefficiency, due primarily to …
Efficient decentralized federated singular vector decomposition
Federated singular value decomposition (SVD) is a foundation for many real-world
distributed applications. Existing federated SVD studies either require external servers …
distributed applications. Existing federated SVD studies either require external servers …
HpGraphNEI: A network entity identification model based on heterophilous graph learning
N Li, T Li, Z Ma, X Hu, S Zhang, F Liu, X Quan… - Information Processing …, 2024 - Elsevier
Network entities have important asset map**, vulnerability, and service delivery
applications. In cyberspace, where the network structure is complex and the number of …
applications. In cyberspace, where the network structure is complex and the number of …
Privacy-preserving approach for IoT networks using statistical learning with optimization algorithm on high-dimensional big data environment
In the present digital scenario, the explosion of Internet of Things (IoT) devices makes
massive volumes of high-dimensional data, presenting significant data and privacy security …
massive volumes of high-dimensional data, presenting significant data and privacy security …