Cynthia Dwork
Differential privacy provides a rigorous framework for reasoning about disclosure risk in statistical analysis. Dwork's work has made privacy a central, mathematically explicit concern in modern data analysis and security research.
Cynthia Dwork is a computer scientist and Harvard professor whose research uses theoretical computer science to study privacy, cryptography, distributed computing, and algorithmic questions. She has also held a distinguished-scientist role at Microsoft.
Differential privacy
Dwork was among the authors of the research that introduced and developed differential privacy: a formal approach to limiting what can be learned about an individual from the result of a computation over a data set.
Research impact
The framework has become a major reference point for privacy-preserving data analysis. Her awards include the Gödel Prize, the Knuth Prize, and the ACM Paris Kanellakis Theory and Practice Award shared with collaborators for contributions to differential privacy.
Timeline
- 1983Completes a Ph.D. at Cornell University.
- 2006Coauthors Calibrating Noise to Sensitivity in Private Data Analysis.
- 2017Receives the Gödel Prize with collaborators for work on differential privacy.
- 2020Receives the Knuth Prize.
Cynthia Dwork
- Type
- Person
- Era
- 1980s-Present
- Known for
- Differential privacy; Privacy-preserving data analysis; Theoretical computer science
- Tags
- privacy, differential-privacy, cryptography, theoretical-computer-science, academic-research
Created by Joas A Santos · Something wrong or want it removed? Open an issue.