From 49c23211871b65a31e0de7e91877de4507cda8fc Mon Sep 17 00:00:00 2001 From: Naruse Shiroha Date: Mon, 25 Jul 2022 01:32:08 +0800 Subject: [PATCH] update readme --- README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/README.md b/README.md index 162e9ab..bc98c7a 100644 --- a/README.md +++ b/README.md @@ -51,6 +51,9 @@ CVPR 2020 - The Secret Revealer: Generative Model-Inversion Attacks Against Deep APSIPA ASC 2020 - Deep Face Recognizer Privacy Attack: Model Inversion Initialization by a Deep Generative Adversarial Data Space Discriminator. [[paper]](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9306253&casa_token=AWugOvIe0I0AAAAA:9wICCkMcfoljMqooM-lgl8m-6F6-cEl-ClHgNkE1SV8mZwqvBIaJ1HDjT1RWLyBz_P7tdB51jQVL&tag=1) +CVPE 2021 - See through gradients: Image batch recovery via gradinversion +[[paper]](http://openaccess.thecvf.com/content/CVPR2021/papers/Yin_See_Through_Gradients_Image_Batch_Recovery_via_GradInversion_CVPR_2021_paper.pdf) + NeurIPS 2021 - Variational Model Inversion Attacks. [[paper]](https://proceedings.neurips.cc/paper/2021/file/50a074e6a8da4662ae0a29edde722179-Paper.pdf) [[code]](https://github.com/wangkua1/vmi) @@ -129,6 +132,11 @@ Arxiv 2022 - Degree-Preserving Randomized Response for Graph Neural Networks und Arxiv 2022 - Private Graph Extraction via Feature Explanations. [[paper]](https://arxiv.org/pdf/2206.14724.pdf) +### NLP domain + +USENIX Security 2021 - Extracting training data from large language models. +[[paper]](https://www.usenix.org/system/files/sec21-carlini-extracting.pdf) + ### Tools [AIJack](https://github.com/Koukyosyumei/AIJack): Implementation of algorithms for AI security.