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Edan Habler

2 accepted papers

2025

Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack

EMNLP 2025

Large language models (LLMs) have become essential tools for digital task assistance. Their training relies heavily on the collection of vast amounts of data, which may include copyright-protected or sensitive information. Recent studies on detecting pretraining data in LLMs have primarily focused o

2025

Variance-Based Membership Inference Attacks Against Large-Scale Image Captioning Models

CVPR 2025poster

The proliferation of multi-modal generative models has introduced new privacy and security challenges, especially due to the risks of memorization and unintentional disclosure of sensitive information. This paper focuses on the vulnerability of multi-modal image captioning models to membership infer…

Cited by 0SourcePDFScholar