Robin Staab

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 14

Top Topics

Top Venues

Proc. ACM Program. Lang.

Publications

Robin Staab, Mark Vero, Mislav Balunovic, Martin T. Vechev
Beyond Memorization: Violating Privacy via Inference with Large Language Models. ICLR (2024)
Batuhan Tömekçe, Mark Vero, Robin Staab, Martin T. Vechev
Private Attribute Inference from Images with Vision-Language Models. CoRR (2024)
Angéline Pouget, Nikola Jovanovic, Mark Vero, Robin Staab, Martin T. Vechev
Back to the Drawing Board for Fair Representation Learning. CoRR (2024)
Thibaud Gloaguen, Nikola Jovanovic, Robin Staab, Martin T. Vechev
Black-Box Detection of Language Model Watermarks. CoRR (2024)
Kazuki Egashira, Mark Vero, Robin Staab, Jingxuan He, Martin T. Vechev
Exploiting LLM Quantization. CoRR (2024)
Nikola Jovanovic, Robin Staab, Martin T. Vechev
Watermark Stealing in Large Language Models. CoRR (2024)
Robin Staab, Mark Vero, Mislav Balunovic, Martin T. Vechev
Large Language Models are Advanced Anonymizers. CoRR (2024)
Hanna Yukhymenko, Robin Staab, Mark Vero, Martin T. Vechev
A Synthetic Dataset for Personal Attribute Inference. CoRR (2024)
Robin Staab, Nikola Jovanovic, Mislav Balunovic, Martin T. Vechev
From Principle to Practice: Vertical Data Minimization for Machine Learning. CoRR (2023)
Robin Staab, Mark Vero, Mislav Balunovic, Martin T. Vechev
Beyond Memorization: Violating Privacy Via Inference with Large Language Models. CoRR (2023)
Mark Niklas Müller, Marc Fischer, Robin Staab, Martin T. Vechev
Abstract Interpretation of Fixpoint Iterators with Applications to Neural Networks. Proc. ACM Program. Lang. 7 (PLDI) (2023)
Mislav Balunovic, Dimitar Iliev Dimitrov, Robin Staab, Martin T. Vechev
Bayesian Framework for Gradient Leakage. ICLR (2022)
Mislav Balunovic, Dimitar I. Dimitrov, Robin Staab, Martin T. Vechev
Bayesian Framework for Gradient Leakage. CoRR (2021)
Mark Niklas Müller, Robin Staab, Marc Fischer, Martin T. Vechev
Effective Certification of Monotone Deep Equilibrium Models. CoRR (2021)