Evidence map›Paper›PMID 42590705›Full record

ArticleSensors (Basel, Switzerland)2026

Sustainability-Focused Crypto Protocols Design Methodology for Sensors and IoT with the Deployment of LLMs.

Denis Trček

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

1 author.

Denis TrčekFaculty of Computer and Information Science, University of Ljubljana, Večna pot 113, 1000 Ljubljana, Slovenia.ORCID 0000-0003-0727-1324

Funding

Slovene Research and Innovation Agency P2-0359
6 · The paper itself

Abstract

Among the key computing challenges today are green computing and quantum computing, with the quantum paradigm introducing adverse consequences for many existing cryptographic protocols. However, the entire internet critically depends on these protocols. Therefore, building on theoretical preliminaries, this paper derives a coherent methodological basis for designing and developing quantum-computing-resistant and sustainable protocols for sensors and the Internet of Things (IoT) by extending traditional approaches and including large language models (LLMs). In line with these premises, this paper focuses on authenticated key exchange (AKE), which is one key security service. To support ever-growing needs under the described conditions and using the developed methodology (called the Sustainability-focused LLM-supported crypto protocols development process, SFLSCDP), this paper presents a novel, formally verified AKE protocol family. This family of protocols can be considered ultra-lightweight, as a corresponding metric is also given. Consequently, additional effective means for security services in the post-quantum computing era are provided, even for computationally weak devices.

Indexed as

authenticationcryptographic protocolsformal methodsinternet of thingskey exchangelarge language modelsquantum computingsensors

Identifiers

PMID42590705
PMCPMC13469355

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.