ml:membership_inference

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Membership Inference

Membership Inference

Overviews

Hu et al 2021 - Membership Inference Attacks on Machine Learning: A Survey

In NLP

Song & Shmatikov 2018 - Auditing Data Provenance in Text-Generation Models Membership inference attack for language models
In LLMs
- Shi et al 2023 - Detecting Pretraining Data from Large Language Models
- Duan et al 2024 - Do Membership Inference Attacks Work on Large Language Models?
Seq2seq
- Hisamoto et al 2020 - Membership Inference Attacks on Sequence-to-Sequence Models: Is My Data In Your Machine Translation System?
In general
- Carlini et al 2021 - Membership Inference Attacks From First Principles

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ml/membership_inference.1709337868.txt.gz · Last modified: 2024/03/02 00:04 by jmflanig