Python package for simple implementations of state-of-the-art LDP frequency estimation algorithms. Contains code for our VLDB 2021 Paper.

Lakesuperior, an alternative Fedora Repository implementation

Repository for the EDBT'23 paper "Frequency Estimation of Evolving Data Under Local Differential Privacy".

Deals with Feature engineering and applying various Image Processing Techniques on the MNIST dataset.

Local Derivative Patterns (LDP) as Deep learning layer

Sample LDP implementation in Python

Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.

This is the repository for Homeworks of COMP 530 Data Privacy and Security course given by Emre Gursoy at Koc University.