Protecting ownership rights of ML models using watermarking in the light of adversarial attacks. - Katarzyna Kapusta; Lucas Mattioli; Boussad Addad; Mohammed Lansari (AI Ethics, 2024)

Data Curation Matters: Model Collapse and Spurious Shift Performance Prediction from Training on Uncurated Text Embeddings. - Lucas Mattioli; Youness Ait Hadichou; Sabrina Chaouche; Martin Gonzalez (CoRR, 2025)