Distributed Data Mining with Differential Privacy

By Ning Zhang, Ming Li, Wenjing Lou. 2011

38 citations recorded by the source corpus.

Subfields: Artificial Intelligence, Sociology and Political Science

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Artificial Intelligence

1. Ling Liu
2. Mehmet Emre Gursoy
3. Ka-Ho Chow
4. Stacey Truex
5. Wenqi Wei
6. Lichao Sun
7. Lingjuan Lyu
8. Vitaly Shmatikov

In Sociology and Political Science

1. Mehmet Emre Gursoy
2. Stacey Truex
3. Ling Liu
4. Reza Shokri

Citations in the corpus

• LDP-Fed: federated learning with local differential privacy (2020, background): “In [28] authors propose a distribute data mining system with DP, but their results demonstrate a significant accuracy loss and the system requires a trusted aggre-gator to add the necessary noise.”
• DJoin: Differentially Private Join Queries over Distributed Databases (2012, unknown): “, [39].”