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Mustafa Safa Ozdayi
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Year
Defending against backdoors in federated learning with robust learning rate
MS Ozdayi, M Kantarcioglu, YR Gel
Proceedings of the AAAI Conference on Artificial Intelligence, 2021
1602021
Blockfla: Accountable federated learning via hybrid blockchain architecture
HB Desai, MS Ozdayi, M Kantarcioglu
Proceedings of the eleventh ACM conference on data and application security …, 2021
862021
Leveraging blockchain for immutable logging and querying across multiple sites
MS Ozdayi, M Kantarcioglu, B Malin
BMC Medical Genomics 13 (7), 1-7, 2020
362020
Towards a two-tier hierarchical infrastructure: an offline payment system for central bank digital currencies
M Christodorescu, WC Gu, R Kumaresan, M Minaei, M Ozdayi, B Price, ...
arXiv preprint arXiv:2012.08003, 2020
34*2020
Generating massive complex networks with hyperbolic geometry faster in practice
M von Looz, MS Özdayi, S Laue, H Meyerhenke
2016 IEEE High Performance Extreme Computing Conference (HPEC), 1-6, 2016
302016
Controlling the extraction of memorized data from large language models via prompt-tuning
MS Ozdayi, C Peris, J FitzGerald, C Dupuy, J Majmudar, H Khan, R Parikh, ...
Proceedings of the 61st Annual Meeting of the Association for Computational …, 2023
172023
Improving Accuracy of Federated Learning in Non-IID Settings
MS Ozdayi, M Kantarcioglu, R Iyer
arXiv preprint arXiv:2010.15582, 2020
112020
Fair Machine Learning under Limited Demographically Labeled Data
MS Ozdayi, M Kantarcioglu, R Iyer
ICLR 2022 Socially Responsible Machine Learning Workshop, 2022
9*2022
Secure IoT data analytics in cloud via Intel SGX
MS Islam, MS Ozdayi, L Khan, M Kantarcioglu
2020 IEEE 13th international conference on cloud computing (CLOUD), 43-52, 2020
82020
Instachain: Breaking the sharding limits via adjustable quorums
MS Ozdayi, Y Guo, M Zamani
Cryptology ePrint Archive, 2022
62022
The impact of data distribution on fairness and robustness in federated learning
MS Ozdayi, M Kantarcioglu
2021 Third IEEE International Conference on Trust, Privacy and Security in …, 2021
62021
Offline interaction system and method
M Zamani, R Kumaresan, M Christodorescu, C Sheffield, B Price, W Gu, ...
US Patent App. 18/005,054, 2023
22023
Blockchain sharding with adjustable quorums
M Zamani, M Ozdayi
US Patent 11,902,456, 2024
12024
Towards Trustworthy Machine Learning
MS Ozdayi
2023
Achieving Competitiveness in Online Problems
MS Ozdayi
arXiv preprint arXiv:2001.03015, 2020
2020
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Articles 1–15