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Anisa Halimi
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Federated unlearning: How to efficiently erase a client in fl?
A Halimi, S Kadhe, A Rawat, N Baracaldo
arXiv preprint arXiv:2207.05521, 2022
482022
Profile matching across online social networks
A Halimi, E Ayday
Information and Communications Security: 22nd International Conference …, 2020
142020
Privacy-preserving and efficient verification of the outcome in genome-wide association studies
A Halimi, L Dervishi, E Ayday, A Pyrgelis, JR Troncoso-Pastoriza, ...
Proceedings on Privacy Enhancing Technologies. Privacy Enhancing …, 2022
112022
Facilitating federated genomic data analysis by identifying record correlations while ensuring privacy
L Dervishi, X Wang, W Li, A Halimi, J Vaidya, X Jiang, E Ayday
AMIA Annual Symposium Proceedings 2022, 395, 2022
72022
Profile matching across unstructured online social networks: threats and countermeasures
A Halimi, E Ayday
arXiv preprint arXiv:1711.01815, 2017
72017
Efficient quantification of profile matching risk in social networks using belief propagation
A Halimi, E Ayday
Computer Security–ESORICS 2020: 25th European Symposium on Research in …, 2020
62020
Real-time privacy risk quantification in online social networks
A Halimi, E Ayday
Proceedings of the 2021 IEEE/ACM International Conference on Advances in …, 2021
42021
Fairsisa: Ensemble post-processing to improve fairness of unlearning in llms
SR Kadhe, A Halimi, A Rawat, N Baracaldo
arXiv preprint arXiv:2312.07420, 2023
32023
Autolycus: Exploiting explainable ai (xai) for model extraction attacks against decision tree models
AC Oksuz, A Halimi, E Ayday
ISOC Network and Distributed System Security Symposium, 2023
32023
Privacy preserving population stratification for collaborative genomic research
L Dervishi, W Li, A Halimi, X Jiang, J Vaidya, E Ayday
ISOC Network and Distributed System Security Symposium, 2023
12023
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against White-Box Models
AC Oksuz, A Halimi, E Ayday
arXiv preprint arXiv:2302.02162, 2023
12023
ShareTrace: Contact Tracing with Asynchronous, Parallel Message Passing on a Temporal Graph
R Tatton, E Ayday, Y Yoo, A Halimi
arXiv preprint arXiv:2203.12445, 2022
12022
ShareTrace: An iterative message passing algorithm for efficient and effective disease risk assessment on an interaction graph
E Ayday, Y Yoo, A Halimi
Proceedings of the 12th ACM Conference on Bioinformatics, Computational …, 2021
12021
Towards Indestructible Molecular Robots.
I Capuni, A Halimi, D Hitaj
SOFSEM (Student Research Forum Papers/Posters), 112-119, 2015
12015
Data Forging Is Harder Than You Think
M Suliman, S Kadhe, A Halimi, D Leith, NB Angel, A Rawat
International Conference on Learning Representations, 2024
2024
Re-evaluating the Privacy Benefit of Federated Learning
M Suliman, D Leith, A Halimi
European Conference on Machine Learning and Principles and Practice of …, 2023
2023
A Utility-Preserving De-Identification Approach with Relation Extraction Filtering
L Nedoshivina, A Halimi, J Bettencourt-Silva, S Braghin
Privacy Enhancing Technologies Symposium, 2023
2023
Privacy preserving identification of population stratification for collaborative genomic research
L Dervishi, W Li, A Halimi, X Jiang, J Vaidya, E Ayday
Bioinformatics 39 (Supplement_1), i168-i176, 2023
2023
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against White-Box Models
A Caglar Oksuz, A Halimi, E Ayday
arXiv e-prints, arXiv: 2302.02162, 2023
2023
ShareTrace: Contact Tracing with the Actor Model
R Tatton, E Ayday, Y Yoo, A Halimi
2022 IEEE International Conference on E-health Networking, Application …, 2022
2022
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