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Murat Kantarcioglu

University of Texas at Dallas

Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT


Nov 24, 2022
Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel, Baris Coskunuzer

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* Spotlight paper at NeurIPS 2022 

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The Impact of Data Distribution on Fairness and Robustness in Federated Learning


Nov 29, 2021
Mustafa Safa Ozdayi, Murat Kantarcioglu

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* Published at The Third IEEE International Conference on Trust, Privacy and Security in Intelligent Systems, and Applications. arXiv admin note: text overlap with arXiv:2010.07427, arXiv:2007.03767 

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Multi-concept adversarial attacks


Oct 19, 2021
Vibha Belavadi, Yan Zhou, Murat Kantarcioglu, Bhavani M. Thuraisingham

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* 20 pages, 28 figures, 9 tables 

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Learning Generative Deception Strategies in Combinatorial Masking Games


Sep 23, 2021
Junlin Wu, Charles Kamhoua, Murat Kantarcioglu, Yevgeniy Vorobeychik

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BiFair: Training Fair Models with Bilevel Optimization


Jun 03, 2021
Mustafa Safa Ozdayi, Murat Kantarcioglu, Rishabh Iyer

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Improving Fairness of AI Systems with Lossless De-biasing


May 10, 2021
Yan Zhou, Murat Kantarcioglu, Chris Clifton

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* 8 pages, 19 figures 

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Smart Vectorizations for Single and Multiparameter Persistence


Apr 10, 2021
Baris Coskunuzer, CUneyt Gurcan Akcora, Ignacio Segovia Dominguez, Zhiwei Zhen, Murat Kantarcioglu, Yulia R. Gel

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* 27 pages, 7 figures 5 tables 

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GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment


Oct 17, 2020
Aref Asvadishirehjini, Murat Kantarcioglu, Bradley Malin

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BlockFLA: Accountable Federated Learning via Hybrid Blockchain Architecture


Oct 14, 2020
Harsh Bimal Desai, Mustafa Safa Ozdayi, Murat Kantarcioglu

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Improving Accuracy of Federated Learning in Non-IID Settings


Oct 14, 2020
Mustafa Safa Ozdayi, Murat Kantarcioglu, Rishabh Iyer

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