diff --git a/README.md b/README.md index 0b1efcc..4a22f50 100644 --- a/README.md +++ b/README.md @@ -26,6 +26,10 @@ CCS 2015 - Model Inversion Attacks that Exploit Confidence Information and Basic CSF 2016 - A Methodology for Formalizing Model-Inversion Attacks. [[paper]](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7536387&casa_token=ClIVAMYo6dcAAAAA:u75HHyFHj5lBRec9h5SqOZyAsL2dICcWIuQPCj6ltk8McREFCaM4ex42mv3S-oNPiGJLDfUqg0qL) +CCS 2019 - Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment. +[[paper]](https://dl.acm.org/doi/pdf/10.1145/3319535.3354261?casa_token=J81Ps-ZWXHkAAAAA:FYnXo7DQoHpdhqns8x2TclKFeHpAQlXVxMBW2hTrhJ5c20XKdsounqdT1Viw1g6Xsu9FtKj85elxQaA) +[[code]](https://github.com/zhangzp9970/TB-MIA) + Arxiv 2019 - Adversarial Neural Network Inversion via Auxiliary Knowledge Alignment. [[paper]](https://arxiv.org/pdf/1902.08552.pdf) @@ -36,11 +40,6 @@ 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) -Arxiv 2020 - Neural Network Inversion in Adversarial Setting via Background Knowledge Alignment. -[[paper]](https://dl.acm.org/doi/pdf/10.1145/3319535.3354261?casa_token=J81Ps-ZWXHkAAAAA:FYnXo7DQoHpdhqns8x2TclKFeHpAQlXVxMBW2hTrhJ5c20XKdsounqdT1Viw1g6Xsu9FtKj85elxQaA) -[[code]](https://github.com/zhangzp9970/TB-MIA) - - NeurIPS 2021 - Variational Model Inversion Attacks. [[paper]](https://proceedings.neurips.cc/paper/2021/file/50a074e6a8da4662ae0a29edde722179-Paper.pdf) [[code]](https://github.com/wangkua1/vmi)