Publications

8 results for Erman Ayday

AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable Models
- - Abdullah Caglar Oksuz
  - Anisa Halimi
  - et al.
- 2024
- PETS 2024
Privacy-Preserving Verification of Preprocessing in Machine Learning Models
- - Wenbiao Li
  - Anisa Halimi
  - et al.
- 2024
- PETS 2024
Privacy preserving population stratification for collaborative genomic research
- - Leonard Dervishi
  - Wenbiao Li
  - et al.
- 2023
- ISMB 2023
Privacy preserving population stratification for collaborative genomic research
- - Leonard Dervishi
  - Wenbiao Li
  - et al.
- 2023
- NDSS 2023
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy
- - Leonard Dervishi
  - Xinyue Wang
  - et al.
- 2023
- NDSS 2023
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Decision Tree Models
- - Abdullah Caglar Oksuz
  - Anisa Halimi
  - et al.
- 2023
- NDSS 2023
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy
- - Leonard Dervishi
  - Xinyue Wang
  - et al.
- 2022
- AMIA Annual Symposium 2022
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies
- - Anisa Halimi
  - Leonard Dervishi
  - et al.
- 2022
- PETS 2022