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Journal Articles
- 2024
[j3]Abdullah Çaglar Öksüz, Anisa Halimi, Erman Ayday:
AUTOLYCUS: Exploiting Explainable Artificial Intelligence (XAI) for Model Extraction Attacks against Interpretable Models. Proc. Priv. Enhancing Technol. 2024(4): 684-699 (2024)- 2023
- [j2]Leonard Dervishi, Wenbiao Li, Anisa Halimi, Xiaoqian Jiang
, Jaideep Vaidya, Erman Ayday:
Privacy preserving identification of population stratification for collaborative genomic research. Bioinform. 39(Supplement-1): 168-176 (2023) - 2022
- [j1]Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya:
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. Proc. Priv. Enhancing Technol. 2022(3): 732-753 (2022)
Conference and Workshop Papers
- 2024
- [c8]Liubov Nedoshivina, Killian Levacher, Kieran Fraser, Anisa Halimi, Stefano Braghin:
AI-driven Workload Management in Meta OS. MECC@EuroSys 2024 - 2022
- [c7]Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday:
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. AMIA 2022 - [c6]Ryan Tatton, Erman Ayday, Youngjin Yoo, Anisa Halimi:
ShareTrace: Contact Tracing with the Actor Model. HealthCom 2022: 13-18 - 2021
- [c5]Anisa Halimi, Erman Ayday:
Real-time privacy risk quantification in online social networks. ASONAM 2021: 74-81 - [c4]Erman Ayday, Youngjin Yoo, Anisa Halimi:
ShareTrace: an iterative message passing algorithm for efficient and effective disease risk assessment on an interaction graph. BCB 2021: 39:1-39:6 - 2020
- [c3]Anisa Halimi, Erman Ayday:
Efficient Quantification of Profile Matching Risk in Social Networks Using Belief Propagation. ESORICS (1) 2020: 110-130 - [c2]Anisa Halimi, Erman Ayday:
Profile Matching Across Online Social Networks. ICICS 2020: 54-70 - 2015
- [c1]Ilir Çapuni, Anisa Halimi, Dorjan Hitaj:
Towards Indestructible Molecular Robots. SOFSEM (Student Research Forum Papers / Posters) 2015: 112-119
Informal and Other Publications
- 2023
- [i9]Abdullah Çaglar Öksüz, Anisa Halimi, Erman Ayday:
AUTOLYCUS: Exploiting Explainable AI (XAI) for Model Extraction Attacks against Decision Tree Models. CoRR abs/2302.02162 (2023) - [i8]Swanand Ravindra Kadhe, Anisa Halimi, Ambrish Rawat, Nathalie Baracaldo:
FairSISA: Ensemble Post-Processing to Improve Fairness of Unlearning in LLMs. CoRR abs/2312.07420 (2023) - 2022
- [i7]Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday:
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. CoRR abs/2203.05664 (2022) - [i6]Ryan Tatton, Erman Ayday, Youngjin Yoo, Anisa Halimi:
ShareTrace: Contact Tracing with Asynchronous, Parallel Message Passing on a Temporal Graph. CoRR abs/2203.12445 (2022) - [i5]Anisa Halimi, Swanand Kadhe, Ambrish Rawat, Nathalie Baracaldo:
Federated Unlearning: How to Efficiently Erase a Client in FL? CoRR abs/2207.05521 (2022) - 2021
- [i4]Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya:
Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. CoRR abs/2101.08879 (2021) - 2020
- [i3]Anisa Halimi, Erman Ayday:
Profile Matching Across Online Social Networks. CoRR abs/2008.09608 (2020) - [i2]Anisa Halimi, Erman Ayday:
Efficient Quantification of Profile Matching Risk in Social Networks. CoRR abs/2009.03698 (2020) - 2017
- [i1]Anisa Halimi, Erman Ayday:
Profile Matching Across Unstructured Online Social Networks: Threats and Countermeasures. CoRR abs/1711.01815 (2017)
Coauthor Index
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