Differential privacy via Divergences
Deng, F. and Vidyashankar, A.N.(2025): Private minimum Hellinger distance estimation via Hellinger differential privacy. https://arxiv.org/abs/2501.14974
Privacy metrics and analytics
Li, L., Vidyashankar, A.N., and Doyle, L. (2020): Privacy risk in healthcare: Statistical properties and uncertainty assessment.
Vidyashankar, A.N. and Cao, X. (2014): Report on identity management, Relay Health Corporation. 15+ pages.
Vidyashankar, A.N. and Doyle, L. (2004): HIPAA privacy de-identification intelligent health repository and NDCHealth pharmaceutical services vendor data, 2004, 150+pages.
Robust assessment
Li, L., Vidyashankar, A.N., and Doyle, L. (2020): Robust assessment of re-identification risk.
Security analytics
Vidyashankar, A.N. and Doyle, L. (2004): Information management HIPAA de-identification certification, NDCHealth documentation, 2004, 200+pages