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Transatlantic Quantum Security: Bridging U.S. (NIST/FISMA) and EU (GDPR/NIS2) Cloud Cryptography Frameworks

2025· article· W4416087509 on OpenAlexaff
Abayomi Ogayemi, Odunayo Oyasiji, Adeola Okesiji, John Agboola Aiyegbusi, Oluwabiyi Olafimihan

Bibliographic record

VenueInternational Journal of Latest Technology in Engineering Management & Applied Science · 2025
Typearticle
Language
FieldSocial Sciences
TopicCybersecurity and Cyber Warfare Studies
Canadian institutionsGovernment of Newfoundland and Labrador
Fundersnot available
KeywordsSafeguardingCloud computingBridging (networking)European unionEncryptionData Protection Act 1998CryptographyDirectiveInformation privacy

Abstract

fetched live from OpenAlex

Abstract: This review paper discusses the regulatory risk that quantum computing presents to cloud security by using the United States (U.S.) and the European Union (EU) stances in the approach towards post-quantum cryptography (PQC). The industry infrastructures, such as healthcare, energy, and defence industries, are susceptible to quantum algorithms, as they pose a threat to the existing encryption practices. The U.S. and EU have built up different regulatory sets of rules, such as the National Institute of Standards and Technology (NIST) PQC standards and the General Data Protection Regulation (GDPR) and Network and Information Systems Directive 2 (NIS2) regulatory frameworks in the EU, although there is still a lack of synchronization between the two. A comparative legal study of current U.S. and EU practices is used to inform this review with the primary legal sources (agreements, treaties, etc.), policy documents and industry case studies considering the regulatory gaps and overlaps in the PQC regulations. The paper will introduce a novel insight into the regulatory model of cloud migration in the new post-quantum world, push to adopt a cross-compliance program that would complement the gaps in laws and promote international collaboration to oppose quantum decryption. The review combines regulatory tools, sector-based case studies and Schrems II implications, providing actual life analyses in analyzing quantum threats and safeguarding critical infrastructures by policymakers.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.300
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0040.004
Science and technology studies0.0000.002
Scholarly communication0.0000.000
Open science0.0020.001
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.003
GPT teacher head0.248
Teacher spread0.245 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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