Title: A nanodata authentication approach for a management middleware of NANOdevices

Authors: Alberto Lopez-Pacheco; Jose Aguilar

Addresses: CEMISID, Facultad de Ingeniería, Universidad de los Andes, Mérida 5101, Venezuela ' CEMISID, Facultad de Ingeniería, Universidad de los Andes, Mérida 5101, Venezuela; GIDITIC, Universidad EAFIT, Medellín, Colombia; IMDEA Networks Institute, Leganés, Madrid, Spain

Abstract: This presents paper the data authentication protocol (DAP) of the autonomic reflective middleware for the management of NANOdevices (ARMNANO) architecture, which is capable of the detection of outliers in nanodata. DAP is composed of two modules; the first one consists of typical statistical metrics on a variable, to be used in a second module based on a maximum likelihood estimation (MLE) to learn its distribution model. We found excellent results in three case studies where the context of application consisted of a nanosensor (NS) array in an epifluorescence microscope that monitors a neuromodulator, the serotonine (also called 5-hydroxytriptamine). In the first and second cases, we evaluate the top saturation point of the NS as a function of the type of NS and type of buffer, finding the zones of maximum authentication, while in the third case is assessed a time series nanodata of NS measuring 5-hydroxytriptamine in a dynamic flow system. Thus, we evaluated our nanodata authentication approach in a dynamic system with encouraging results.

Keywords: data authentication; NANOdevices; autonomic reflective middleware; neuromodulator.

DOI: 10.1504/IJNM.2023.136562

International Journal of Nanomanufacturing, 2023 Vol.18 No.3/4, pp.99 - 119

Accepted: 16 Mar 2023
Published online: 07 Feb 2024 *

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