From 36ff5dd56fb1bf5a9721a76313e7f2f2cbc8da0e Mon Sep 17 00:00:00 2001 From: AlvinYu <125203137+AlvinYu025@users.noreply.github.com> Date: Wed, 5 Jun 2024 14:01:35 +0800 Subject: [PATCH] add papers in NLP to README.md --- README.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/README.md b/README.md index 65c289d..94185a6 100644 --- a/README.md +++ b/README.md @@ -543,7 +543,10 @@ ICML 2023 - On Strengthening and Defending Graph Reconstruction Attack with Mark | 2023 | Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence | black-box | ACL | [paper](https://arxiv.org/pdf/2305.03010.pdf) | [code](https://github.com/hkust-knowcomp/geia) | | 2023 | Deconstructing Classifiers: Towards A Data Reconstruction Attack Against Text Classification Models | white-box | Arxiv | [Paper](https://arxiv.org/pdf/2306.13789.pdf) | | | 2023 | Model Inversion Attack with Least Information and an In-depth Analysis of its Disparate Vulnerability | black-box | SaTML | [Paper](https://openreview.net/pdf?id=x42Lo6Mkcrf) | - | +| 2023 | Text Embeddings Reveal (Almost) As Much As Text | black-box | EMNLP | [paper](https://arxiv.org/abs/2311.13647) | [code](https://github.com/jxmorris12/vec2text) | +| 2024 | Extracting Prompts by Inverting LLM Outputs | black-box | arXiv | [paper](https://arxiv.org/pdf/2405.15012) | [code](https://github.com/collinzrj/output2prompt)) | | 2024 | Do Membership Inference Attacks Work on Large Language Models? | white-box | Arxiv | [Paper](https://arxiv.org/pdf/2402.07841.pdf) | | +| 2024 | Language Model Inversion | black-box | ICLR | [paper](https://arxiv.org/abs/2311.13647) | [code](https://github.com/jxmorris12/vec2text) |