In-Context Bias Propagation in LLM-Based Tabular Data GenerationPol Garcia RecasensAlberto Gutierrez-torreet al.2025ICML 2025
AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable ModelsAbdullah Caglar OksuzAnisa Halimiet al.2024PETS 2024
Privacy-Preserving Verification of Preprocessing in Machine Learning ModelsWenbiao LiAnisa Halimiet al.2024PETS 2024
Pragmatic De-Identification of Cross-Domain Unstructured Documents: A Utility-Preserving Approach with Relation Extraction FilteringLiubov NedoshivinaAnisa Halimiet al.2024AMIA Informatics Symposium 2024
FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMsSwanand Ravindra KadheAnisa Halimiet al.2023NeurIPS 2023
Re-evaluating the Privacy Benefit of Federated LearningMohamed SulimanDouglas Leithet al.2023ECML PKDD 2023
Privacy preserving population stratification for collaborative genomic researchLeonard DervishiWenbiao Liet al.2023ISMB 2023
A Utility-Preserving De-Identification Approach with Relation Extraction FilteringLiubov NedoshivinaAnisa Halimiet al.2023PETS 2023