4 papers
A Fairness-Aware Strategy for B5G Physical-layer Security Leveraging Reconfigurable Intelligent Surfaces
Alex Pierron, Michel Barbeau, Luca De Cicco +2
Reconfigurable Intelligent Surfaces are composed of physical elements that can dynamically alter electromagnetic wave properties to enhance beamforming and lead to improvements in…
A Shapley Value Estimation Speedup for Efficient Explainable Quantum AI
Iain Burge, Michel Barbeau, Joaquin Garcia-Alfaro
This work focuses on developing efficient post-hoc explanations for quantum AI algorithms. In classical contexts, the cooperative game theory concept of the Shapley value adapts na…
Graph Analytics for Cyber-Physical System Resilience Quantification
Romain Dagnas, Michel Barbeau, Joaquin Garcia-Alfaro +1
Critical infrastructures integrate a wide range of smart technologies and become highly connected to the cyber world. This is especially true for Cyber-Physical Systems (CPSs), whi…
A Quantum Algorithm for Shapley Value Estimation
Iain Burge, Michel Barbeau, Joaquin Garcia-Alfaro
In the classical context, the cooperative game theory concept of the Shapley value has been adapted for post hoc explanations of machine learning models. However, this approach doe…