From 7d2decf6f5471bd407b4d58867112675646532b8 Mon Sep 17 00:00:00 2001 From: Zhanke Zhou <45969108+AndrewZhou924@users.noreply.github.com> Date: Sun, 27 Nov 2022 12:04:52 +0800 Subject: [PATCH] Update README.md --- README.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/README.md b/README.md index e52da66..d234c99 100644 --- a/README.md +++ b/README.md @@ -38,6 +38,10 @@ 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 2017 - Machine Learning Models that Remember Too Much. +[[paper]](https://arxiv.org/pdf/1709.07886.pdf) +[[code]](https://github.com/csong27/ml-model-remember) + PST 2017 - Model inversion attacks for prediction systems: Without knowledge of non-sensitive attributes. [[paper]](https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=8476925) @@ -66,6 +70,9 @@ CVPR 2020 - The Secret Revealer: Generative Model-Inversion Attacks Against Deep [[code]](https://github.com/AI-secure/GMI-Attack) [[video]](https://www.youtube.com/watch?v=_g-oXYMhz4M) +ICLR 2020 - OVERLEARNING REVEALS SENSITIVE ATTRIBUTES. +[[paper]](https://arxiv.org/pdf/1905.11742.pdf) + 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)