AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable Models
- Abdullah Caglar Oksuz
- Anisa Halimi
- et al.
- 2024
- PETS 2024
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15 results for Anisa Halimi
Privacy-Preserving Verification of Preprocessing in Machine Learning Models
- Wenbiao Li
- Anisa Halimi
- et al.
- 2024
- PETS 2024
Data Forging Is Harder Than You Think
- 2024
- ICLR 2024
AI-driven Workload Management in Meta OS
- 2024
- EuroSys 2024
Pragmatic De-Identification of Cross-Domain Unstructured Documents: A Utility-Preserving Approach with Relation Extraction Filtering
- 2024
- AMIA Informatics Symposium 2024
FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs
- 2023
- NeurIPS 2023
Re-evaluating the Privacy Benefit of Federated Learning
- Mohamed Suliman
- Douglas Leith
- et al.
- 2023
- ECML PKDD 2023
Privacy preserving population stratification for collaborative genomic research
- Leonard Dervishi
- Wenbiao Li
- et al.
- 2023
- ISMB 2023
A Utility-Preserving De-Identification Approach with Relation Extraction Filtering
- 2023
- PETS 2023
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Decision Tree Models
- Abdullah Caglar Oksuz
- Anisa Halimi
- et al.
- 2023
- NDSS 2023