no code implementations • 1 Feb 2021 • John Liagouris, Vasiliki Kalavri, Muhammad Faisal, Mayank Varia
We present a relational MPC framework for secure collaborative analytics on private data with no information leakage.
Databases Cryptography and Security
no code implementations • 2 Oct 2017 • Hao Wang, Lisa Vo, Flavio P. Calmon, Muriel Médard, Ken R. Duffy, Mayank Varia
Here, an analyst is allowed to reconstruct (in a mean-squared error sense) certain functions of the data (utility), while other private functions should not be reconstructed with distortion below a certain threshold (privacy).
