Privacy preserving population stratification for collaborative genomic research
- Leonard Dervishi
- Wenbiao Li
- et al.
- 2023
- NDSS 2023
Anisa Halimi
Title
Research Scientist - Security and Privacy
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
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
Federated Unlearning: How to Efficiently Erase a Client in FL?
- 2022
- ICML 2022
Projects
Top collaborators
LN
Liubov Nedoshivina
Research Engineer - Security and Privacy
SB
Stefano Braghin
Research Engineer and Technical Lead - Security and Privacy, Master Inventor
NB
Nathalie Baracaldo
Manager of AI Security and Privacy Solutions - Senior Research Scientist - Master Inventor, Ph.D.
JB
Joao Bettencourt
Senior Research Scientist