Maryam Alkanhal

Evaluating Explainable Artificial Intelligence in EEG-Based Deception Detection

A systematic review of EEG-based deception detection with a focus on how machine learning and deep learning methods are currently applied and to what extent XAI methods are integrated into these pipelines suggests a growing reliance on deep learning architectures but a limited and unsystematic use of XAI.