FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMsSwanand Ravindra KadheAnisa Halimiet al.2023NeurIPS 2023
Federated Unlearning: How to Efficiently Erase a Client in FL?Anisa HalimiSwanand Ravindra Kadheet al.2022ICML 2022
AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable ModelsAbdullah Caglar OksuzAnisa Halimiet al.2024PETS 2024
Privacy preserving population stratification for collaborative genomic researchLeonard DervishiWenbiao Liet al.2023ISMB 2023
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring PrivacyLeonard DervishiXinyue Wanget al.2022AMIA Annual Symposium 2022
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association StudiesAnisa HalimiLeonard Dervishiet al.2022PETS 2022
Pragmatic De-Identification of Cross-Domain Unstructured Documents: A Utility-Preserving Approach with Relation Extraction FilteringLiubov NedoshivinaAnisa Halimiet al.2024AMIA Informatics Symposium 2024
Privacy-Preserving Verification of Preprocessing in Machine Learning ModelsWenbiao LiAnisa Halimiet al.2024PETS 2024
A Utility-Preserving De-Identification Approach with Relation Extraction FilteringLiubov NedoshivinaAnisa Halimiet al.2023PETS 2023