diff --git a/README.md b/README.md index a40c166..b34629c 100644 --- a/README.md +++ b/README.md @@ -67,9 +67,6 @@ Arxiv 2019 - Adversarial Neural Network Inversion via Auxiliary Knowledge Alignm Arxiv 2019 - GAMIN: An Adversarial Approach to Black-Box Model Inversion. [[paper]](https://arxiv.org/pdf/1909.11835.pdf) -CCS 2020 - Information Leakage in Embedding Models. -[[paper]](https://dl.acm.org/doi/pdf/10.1145/3372297.3417270?casa_token=0ltuTKcG5cIAAAAA:YcpnOm4WlV0UnSS2dOWdtcnFh6DqSygG9MuS31gGQEgMxOBHQKeXsoNGkFhEw8gvlqY78gTkaRn9gUo) - CVPR 2020 - The Secret Revealer: Generative Model-Inversion Attacks Against Deep Neural Networks. [[paper]](https://openaccess.thecvf.com/content_CVPR_2020/papers/Zhang_The_Secret_Revealer_Generative_Model-Inversion_Attacks_Against_Deep_Neural_Networks_CVPR_2020_paper.pdf) [[code]](https://github.com/AI-secure/GMI-Attack) @@ -238,12 +235,16 @@ CCS 2022 - Finding MNEMON: Reviving Memories of Node Embeddings. ### Natural language processing domain +CCS 2020 - Information Leakage in Embedding Models. +[[paper]](https://dl.acm.org/doi/pdf/10.1145/3372297.3417270?casa_token=0ltuTKcG5cIAAAAA:YcpnOm4WlV0UnSS2dOWdtcnFh6DqSygG9MuS31gGQEgMxOBHQKeXsoNGkFhEw8gvlqY78gTkaRn9gUo) + USENIX Security 2021 - Extracting training data from large language models. [[paper]](https://www.usenix.org/system/files/sec21-carlini-extracting.pdf) Arxiv 2022 - Text Revealer: Private Text Reconstruction via Model Inversion Attacks against Transformers. [[paper]](https://arxiv.org/pdf/2209.10505.pdf) + ### Tools [AIJack](https://github.com/Koukyosyumei/AIJack): Implementation of algorithms for AI security. @@ -251,6 +252,7 @@ Arxiv 2022 - Text Revealer: Private Text Reconstruction via Model Inversion Atta [ml-attack-framework](https://github.com/Pilladian/ml-attack-framework): Universität des Saarlandes - Privacy Enhancing Technologies 2021 - Semester Project. + ### Others 2019 - Uncovering a model’s secrets. [[blog1]](https://gab41.lab41.org/uncovering-a-models-secrets-model-inversion-part-i-ce460eab93d6)