From ea8bcee6ea95d1a09f6fe9a3a41fda66e971cc1b Mon Sep 17 00:00:00 2001
From: Suha Sabi Hussain <17119557+suhacker1@users.noreply.github.com>
Date: Fri, 9 Jul 2021 03:07:03 -0400
Subject: [PATCH] Update README.md

---
 README.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 0baa279..e788379 100644
--- a/README.md
+++ b/README.md
@@ -130,7 +130,6 @@ Reconstruction attacks cover also attacks known as *model inversion* and *attrib
 - [**SAPAG: A Self-Adaptive Privacy Attack From Gradients**](https://arxiv.org/abs/2009.06228) (Wang et al., 2020)
 - [**Theory-Oriented Deep Leakage from Gradients via Linear Equation Solver**](https://arxiv.org/abs/2010.13356) (Pan et al., 2020)
 - [**Improved Techniques for Model Inversion Attacks**](https://arxiv.org/abs/2010.04092) (Chen et al., 2020)
-- [**KART: Privacy Leakage Framework of Language Models Pre-trained with Clinical Records**](https://arxiv.org/abs/2101.00036) (Nakamura et al., 2020)
 - [**Black-box Model Inversion Attribute Inference Attacks on Classification Models**](https://arxiv.org/abs/2012.03404) (Mehnaz et al., 2020)
 - [**Deep Face Recognizer Privacy Attack: Model Inversion Initialization by a Deep Generative Adversarial Data Space Discriminator**](https://ieeexplore.ieee.org/abstract/document/9306253?casa_token=H78uIRJ2smYAAAAA:iQiA_5d2a2mbH4oBF9EZwSjakAz3Muq3ZOkNDBkK_fLq19PEMGEvpipyli7d9SGKESglqIb9Ug) (Khosravy et al., 2020) 
 - [**MixCon: Adjusting the Separability of Data Representations for Harder Data Recovery**](https://arxiv.org/abs/2010.11463) (Li et al., 2020)
@@ -146,6 +145,8 @@ Reconstruction attacks cover also attacks known as *model inversion* and *attrib
 - [**Exploiting Explanations for Model Inversion Attacks**](https://arxiv.org/abs/2104.12669) (Zhao et al., 2021)
 - [**SAFELearn: Secure Aggregation for private FEderated Learning**](https://encrypto.de/papers/FMMMMNRSSYZ21.pdf) (Fereidooni et al., 2021)
 - [**Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?**](https://arxiv.org/abs/2104.07762) (Lehman et al., 2021)
+- [**Training Data Leakage Analysis in Language Models**](https://arxiv.org/abs/2101.05405) (Inan et al., 2021)
+- 
 
 
 ## Property inference