@article{dziegielewska2023performance,
  title = {Performance and Security Considerations for Differential Privacy Model with Adaptive Metrics},
  author = {Olga DZIEGIELEWSKA and Boleslaw SZAFRANSKI},
  year = 2023,
  url = {https://ibimapublishing.com/articles/JIACS/2023/892906/},
  journal = {Journal of Information Assurance & Cybersecurity},
  volume = 2023,
  pages = 9,
  doi = 10.5171/2023.892906,
  abstract = {Over time, the differential privacy model has undergone numerous extensions and implementations by various researchers. Recently, a notable advancement introduced two adaptive metrics aimed at achieving improved calibration of security and accuracy by considering the risk associated with statistical queries. The efficacy of this extension highlights its potential superiority over the original version under specific conditions. Building upon this progress, our paper presents further enhancements to the extended differential privacy model, focusing on selected aspects of its implementation. These modifications hold promise for enhancing the overall performance and security of the solution at a system level.},
  keywords = {differential privacy model, VIOLAS Framework, retrofitting of security mechanisms, statistical databases security},
  note = Article ID: 892906
}