Data Forging Is Harder Than You Think
- 2024
- ICLR 2024
Anisa Halimi
Overview
Title
Research Scientist - Security and Privacy
Location
IBM Research Europe - Ireland
Dublin, Ireland
Bio
Anisa Halimi is a research scientist in the AI Security & Data Privacy Team at IBM. Her research interests include privacy-enhancing technologies (including big data and genomic privacy), and social network analysis. She enjoys studying problems at the intersection of big data analytics and security or privacy.
She received her Ph.D. in Computer Science from Case Western Reserve University (CWRU), Cleveland, OH, in 2021. Her Ph.D. focuses on inference attacks in online social networks. During her Ph.D., she did a research internship in EPFL where she worked on genomic privacy. She received her B.Sc. and M.Sc. degrees in Computer Engineering from Epoka University, Tirane, Albania, in 2014 and 2015, respectively.
Publications
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
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
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
Projects
Top collaborators
NB
Nathalie Baracaldo
Manager of AI Security and Privacy Solutions - Senior Research Scientist - Master Inventor, Ph.D.
AR
Ambrish Rawat
Senior Research Scientist, AI Security and Privacy, Master Inventor
SK
Swanand Ravindra Kadhe
Senior Research Scientist
MS
Mohamed Suliman
Pre Doctorate Student