Abstract: Cooperative communication networks employing Uncrewed Aerial Vehicles (UAVs) as aerial relays can significantly enhance user communication quality and extend transmission range. Within such ...

Differential privacy (DP) stands as the gold standard for protecting user information in large-scale machine learning and data analytics. A critical task within DP is partition selection—the process ...

Abstract: In this paper, we develop the notion of the difference of evidence lower bounds (DELBO), based on which an efficient score algorithm is presented to implement feature selection on latent ...

There is a new sorting algorithm a deterministic O(m log2/3 n)-time algorithm for single-source shortest paths (SSSP) on directed graphs with real non-negative edge weights in the comparison-addition ...

If you want to solve a tricky problem, it often helps to get organized. You might, for example, break the problem into pieces and tackle the easiest pieces first. But this kind of sorting has a cost.

In HashML-DSA we decided that we would be restrictive about the combinations of hash algorithm along with the ML-DSA algorithm, as FIPS 204 recommended, by ensuring the collision strength of the hash ...

Article Views are the COUNTER-compliant sum of full text article downloads since November 2008 (both PDF and HTML) across all institutions and individuals. These metrics are regularly updated to ...

First choices for both KEMs and DSAs are already standardized, and organizations should not wait for the backups to be available before migrating to PQC. The National Institute of Standards and ...

Large language models have made remarkable strides in natural language processing, yet they still encounter difficulties when addressing complex planning and reasoning tasks. Traditional methods often ...