Research Article · 2026-09-12

Cumulative-Exposure Thresholds in Post-Quantum Migration Risk: An Occupation-Time Model with Exact Passage Laws

Tombotamunoa W. J. Lawson

Department of Mathematics, Ignatius Ajuru University of Education,
Rumuolumeni, Port Harcourt, Nigeria

Journal: KnowledgeTrend Journal
Volume/Issue: 1 / 1
Pages: 1-5
DOI: 10.5281/zenodo.22730344

Abstract

A Markov model that allows a vulnerable cryptographic deployment to return to a safe state can inadvertently erase risk accumulated before remediation. We formulate a cumulative-exposure threshold model for post-quantum migration analysis. A two-state continuous-time chain alternates between protected and exposed operation, but a separate, nondecreasing occupation-time variable records total exposed time. A threshold event occurs when this variable first reaches a specified budget. We derive the exact passage-time distribution as a Poisson mixture of Erlang laws, its Laplace transform, mean, variance, and a finite-horizon transform. If compromise also arrives with constant hazard per unit of exposed time, the probability of compromise before the budget is exhausted is $1-e^{-\phi B}$, independent of the recovery rate; recovery delays the event in calendar time without eliminating recorded exposure. An extension to finite-state operational regimes follows from the Feynman--Kac formula. Numerical values in the paper are synthetic and illustrate the mathematical mechanism rather than estimate the security of any standardized algorithm. The contribution is a testable risk-model architecture and exact benchmark for assessing migration policies when exposure cannot be reset by repair.

Keywords: post-quantum migration; occupation time; Markov additive process; cumulative exposure; first passage; cryptographic risk.

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