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