Author

Riccardo Coppola

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Book Open access Sep 2026

Auditing Bias in AI-Based Hiring Systems: A Fairness Analysis of Nationality and Gender Discrimination

In recent years, artificial intelligence (AI) systems have become increasingly integrated into recruitment processes, particularly in early-stage candidate screening based on semantic matching between CVs and job descriptions. While embedding-based models promise efficiency and scalability, they also raise concerns reg...

Xhoana Shkajoti, Martina Ullasci, Marco Rondina et al. · 0 citations

Review

Mitigations in Data for Training Generative AI

This survey provides a synthesis of the practical copyright compliance challenges inherent in the input stages of Generative Artificial Intelligence (GenAI) systems, examining the types of copyright-protected data involved, the corresponding challenges for copyright compliance in input data processing practices, and po...

Anna Arnaudo, Riccardo Coppola, Maurizio Morisio et al. · 0 citations