diff --git a/src/demoday/index.md b/src/demoday/index.md
index 805b2c41..d6a2224a 100644
--- a/src/demoday/index.md
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@@ -47,19 +47,21 @@ The high level aim of this project is to find the correlations in the dataset an
#### Differential Privacy (CSE 660)
* **The comparison of two algorithms on private causal Inference**
-*Mengdi Huai, Di Wang*
+*Liuyi Yao*
* **Verification of Randomized Response in Coq**
-*Venkata Gayatri Pratyusha Gundugola, Manish Kasireddy*
+*Weihao Qu*
* **Reconstruction of a Database using Fourier attack**
-*Shubham Shekhar Lagwankar, Muhammed Zaki Muhammed Husain Bakshi*
+*Sindhu Madhuri Morapakala*
* **An Implementation of Differentially Private Bayesian Inference**
*Jiawen Liu*
* **An implementation of the DualQuery algorithm**
-*Sindhu Madhuri Morapakala*
+*Shubham Shekhar Lagwankar, Muhammed Zaki Muhammed Husain Bakshi*
* **Locally Differentially Private Protocols for Frequency Estimation**
-*Weihao Qu*
+*Venkata Gayatri Pratyusha Gundugola, Manish Kasireddy*
* **Differentially Private Sparse Inverse Covariance Estimation**
-*Liuyi Yao*
+*Mengdi Huai, Di Wang*
+
+
## Awards