Adaptive Text Anonymization: Learning Privacy-Utility Trade-offs via Prompt Optimization
Gabriel Loiseau, Damien Sileo, Damien Riquet, Maxime Meyer, Marc Tommasi
Publications
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8 posts in total.
Distilling Human-Aligned Privacy Sensitivity Assessment from Large Language Models
Gabriel Loiseau, Damien Sileo, Damien Riquet, Maxime Meyer, Marc Tommasi
CALE : Concept-Aligned Embeddings for Both Within-Lemma and Inter-Lemma Sense Differentiation
Bastien Liétard, Gabriel Loiseau
A benchmark of expert-level academic questions to assess AI capabilities
Long Phan, Alice Gatti, Ziwen Han, Nathaniel Li, et al. (large collaboration)
Tau-Eval: A Unified Evaluation Framework for Useful and Private Text Anonymization
Gabriel Loiseau, Damien Sileo, Damien Riquet, Maxime Meyer, Marc Tommasi
TAROT: Task-Oriented Authorship Obfuscation Using Policy Optimization Methods
Gabriel Loiseau, Damien Sileo, Damien Riquet, Maxime Meyer, Marc Tommasi
WikiPhish: A Diverse Wikipedia Based Dataset for Phishing Website Detection
Gabriel Loiseau, Valentin Lefils, Maxime Meyer, Damien Riquet
What Musical Knowledge Does Self-Attention Learn?
Gabriel Loiseau, Mikaela Keller, Louis Bigo