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ml:membership_inference [2025/07/02 22:08] – [In NLP] jmflanigml:membership_inference [2026/03/07 22:24] (current) – [Related Pages] jmflanig
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 ===== In NLP ===== ===== In NLP =====
-  * [[https://arxiv.org/pdf/1811.00513.pdf|Song & Shmatikov 2018 - Auditing Data Provenance in Text-Generation Models]] Membership inference attack for language models 
   * **In LLMs**   * **In LLMs**
 +    * [[https://arxiv.org/pdf/1811.00513.pdf|Song & Shmatikov 2018 - Auditing Data Provenance in Text-Generation Models]] Membership inference attack for language models
     * [[https://arxiv.org/pdf/2310.16789.pdf|Shi et al 2023 - Detecting Pretraining Data from Large Language Models]]     * [[https://arxiv.org/pdf/2310.16789.pdf|Shi et al 2023 - Detecting Pretraining Data from Large Language Models]]
     * [[https://arxiv.org/pdf/2402.07841.pdf|Duan et al 2024 - Do Membership Inference Attacks Work on Large Language Models?]]     * [[https://arxiv.org/pdf/2402.07841.pdf|Duan et al 2024 - Do Membership Inference Attacks Work on Large Language Models?]]
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 ===== Related Pages ===== ===== Related Pages =====
   * [[Privacy]]   * [[Privacy]]
 +  * [[nlp:language_model#Extracting Knowledge from Language Models]]
  
ml/membership_inference.1751494083.txt.gz · Last modified: 2025/07/02 22:08 by jmflanig
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