AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Decision Tree Models
- Abdullah Caglar Oksuz
- Anisa Halimi
- et al.
- 2023
- NDSS 2023
Publications
This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.
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8 results for Erman Ayday
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 Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable Models
- Abdullah Caglar Oksuz
- Anisa Halimi
- et al.
- 2024
- PETS 2024
Privacy preserving population stratification for collaborative genomic research
- Leonard Dervishi
- Wenbiao Li
- et al.
- 2023
- ISMB 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
Privacy-Preserving Verification of Preprocessing in Machine Learning Models
- Wenbiao Li
- Anisa Halimi
- et al.
- 2024
- PETS 2024