README.md

Data Privacy

Experiments

K-Anonymity

• Samarati

• Mondrian

Privacy Preserving Federated Learning

• Differential Privacy

  • Gaussian Mechanism

• Secure Multi-Party Computation

  • Paillier Homomorphic Encryption

Detailed reports are inside the two directories.

Assignments

HW1: Basics of Privacy

HW2: Differential Privacy

HW3: Cryptography & Security