Attribute Disclosure Risk

Securing Genomic Data Against Inference Attacks in Federated Learning Environments

Authors: Chetan Pathade, Shubham Patil | Published: 2025-05-12
Privacy Design Principles
Attribute Disclosure Risk
Differential Privacy

Improving Correlation Capture in Generating Imbalanced Data using Differentially Private Conditional GANs

Authors: Chang Sun, Johan van Soest, Michel Dumontier | Published: 2022-06-28
Attribute Disclosure Risk
Information-Theoretic Privacy
Generative Adversarial Network

On Inferring Training Data Attributes in Machine Learning Models

Authors: Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kaafar | Published: 2019-08-28 | Updated: 2019-10-12
Membership Inference
Attribute Disclosure Risk
Attack Type

The future of statistical disclosure control

Authors: Mark Elliot, Josep Domingo-Ferrer | Published: 2018-12-21
Data Collection
Attribute Disclosure Risk
Statistical Methods