ml:membership_inference

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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

Related Pages

ml/membership_inference.1709337190.txt.gz · Last modified: 2024/03/01 23:53 by jmflanig