Reconstructing training data from document understanding models. - Jérémie Dentan; Arnaud Paran; Aymen Shabou (USENIX Security Symposium, 2024)

Predicting and analyzing memorization within fine-tuned Large Language Models. - Jérémie Dentan; Davide Buscaldi; Aymen Shabou; Sonia Vanier (CoRR, 2024)

Unveiling Decision-Making in LLMs for Text Classification : Extraction of influential and interpretable concepts with Sparse Autoencoders. - Mathis Le Bail; Jérémie Dentan; Davide Buscaldi; Sonia Vanier (CoRR, 2025)

Guess or Recall? Training CNNs to Classify and Localize Memorization in LLMs. - Jérémie Dentan; Davide Buscaldi; Sonia Vanier (CoRR, 2025)