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Sarah Meiklejohn

2 accepted papers

2025

Position: Machine Learning Models Have a Supply Chain Problem

ICML 2025poster

Powerful machine learning (ML) models are now readily available online, which creates exciting possibilities for users who lack the deep technical expertise or substantial computing resources needed to develop them. On the other hand, this type of open ecosystem comes with many risks. In this paper,…

Cited by 0SourcePDFScholar
2025

Privacy Reasoning in Ambiguous Contexts

NeurIPS 2025poster

We study the ability of language models to reason about appropriate information disclosure - a central aspect of the evolving field of agentic privacy. Whereas previous works have focused on evaluating a model's ability to align with human decisions, we examine the role of ambiguity and missing cont…

Cited by 0SourceScholar