95 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of OsloNO3 papers
- AlbaNovaSE2 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- George Mason UniversityUS2 papers
- HeliophysicsUS2 papers
- Instituto de Astrofísica de CanariasES2 papers
- Max Planck Institute for Solar System ResearchDE2 papers
- Sorbonne UniversitéFR2 papers
- Universidad de La LagunaES2 papers
- Université Paris-SaclayFR2 papers
- University of Duisburg-EssenDE2 papers
- 4Subsea (Norway)NO1 paper
3 papers · 1 filter
Inferring Sensitive Attributes from Knowledge Graph Embeddings: Attack and Defense Strategies
Yasmine Hayder
Knowledge Graphs (KGs) are a powerful representation of linked data, offering flexibility, semantic richness, and support for knowledge enrichment and reasoning. They help data own…
Onto-DP: Constructing Neighborhoods for Differential Privacy on Ontological Databases
Yasmine Hayder, Adrien Boiret, Cédric Eichler +1
In this paper, we investigate how attackers can discover sensitive information embedded within databases by exploiting inference rules. We demonstrate the inadequacy of naively app…
Data Provenance Auditing of Fine-Tuned Large Language Models with a Text-Preserving Technique
Yanming Li, Cédric Eichler, Nicolas Anciaux +3
We propose a system for marking sensitive or copyrighted texts to detect their use in fine-tuning large language models under black-box access with statistical guarantees. Our meth…