Accomplishments
Damson’s new technologies:
- PrivGene: differentially private model fitting through genetic algorithms
- Pioneer: query optimization in differentially private DBMS
- Functional Mechanism: regression analyis under differential privacy
- Low-Rank Mechanism: optimizing batch queries under differential privacy
- A new privacy attack on “anonymized” graphs
- Data cubes under differential privacy
- Minimizing relative error under differential privacy
- Histogram builder under differential privacy
- Compressive mechanism: differential privacy with less noise on sparse data