4 papers
A quantum feasibility preserving modeling for the min cut problem
Ali Abbassi, Yann Dujardin, Eric Gourdin +2
We study the minimum cut problem in weighted undirected graphs using variational quantum algorithms in which only feasible cut configurations are explored. Although minimum cut adm…
Quantum Approaches to the Minimum Edge Multiway Cut Problem
Ali Abbassi, Yann Dujardin, Eric Gourdin +2
We investigate the minimum edge multiway cut problem, a fundamental task in evaluating the resilience of telecommunication networks. This study benchmarks the problem across three…
Assessing Quantum Annealing to Solve the Minimum Vertex Multicut
Ali Abbassi, Yann Dujardin, Eric Gourdin +2
Cybersecurity in telecommunication networks often leads to hard combinatorial optimization problems that are challenging to solve with classical methods. This work investigates the…
Adaptive Learning for Moving Target defence: Enhancing Cybersecurity Strategies
Mandar Datar, Yann Dujardin
In this work, we model Moving Target Defence (MTD) as a partially observable stochastic game between an attacker and a defender. The attacker tries to compromise the system through…