Publications

FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs
Swanand Ravindra Kadhe, Anisa Halimi, Ambrish Rawat, Nathalie Baracaldo
Workshop on Socially Responsible Language Modelling Research in conjuction with NeurIPS (SoLaR), 2023. pdf

Re-evaluating the Privacy Benefit of Federated Learning
Mohamed Suliman, Douglas Leith, Anisa Halimi
Workshop on Advancements in Federated Learning in conjuction with ECML (WAFL), 2023. pdf

Privacy preserving population stratification for collaborative genomic research
Leonard Dervishi, Wenbiao Li, Anisa Halimi, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday
Intelligent Systems For Molecular Biology (ISMB), 2023. pdf

ShareTrace: Contact Tracing with the Actor Model
Ryan Tatton, Erman Ayday, Youngjin Yoo, Anisa Halimi
International Conference on E-health Networking, Application & Services (HealthCom), 2022. pdf

Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy
Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday
American Medical Informatics Association (AMIA), 2022. pdf

Federated Unlearning: How to Efficiently Erase a Client in FL?
Anisa Halimi, Swanand Ravindra Kadhe, Ambrish Rawat, Nathalie Baracaldo
International Workshop on Updatable Machine Learning in conjuction with ICML (UpML), 2022. pdf

Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies
Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramon Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya
Privacy Enhancing Technologies (PoPETS), 2022. pdf

Real-Time Privacy Risk Quantification in Online Social Networks
Anisa Halimi, Erman Ayday
International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2021. pdf

ShareTrace: An Iterative Message Passing Algorithm for Efficient and Effective Disease Risk Assessment on an Interaction Graph
Erman Ayday, Youngjin Yoo, Anisa Halimi
ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM BCB), 2021. pdf

Efficient Quantification of Profile Matching Risk in Social Networks
Anisa Halimi, Erman Ayday
European Symposium on Research in Computer Security (ESORICS), 2020. pdf

Profile Matching Across Online Social Networks
Anisa Halimi, Erman Ayday
International Conference on Information and Communications Security (ICICS), 2020. pdf

Towards Indestructible Molecular Robots
Ilir Capuni, Anisa Halimi, Dorjan Hitaj
SOFSEM (Student Research Forum Papers / Posters), 2015. pdf