Ferhat Yaman

According to our database, Ferhat Yaman authored at least 7 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

GPU Acceleration of Sparse Fully Homomorphic Encrypted DNNs.

Lara D'Agata, Carlos Agulló-Domingo, Óscar Vera-López, Kaustubh Shivdikar, Ardhi W. B. Yudha, Ferhat Yaman, David R. Kaeli, José L. Abellán, Ian Colbert, José Cano

Proceedings of the Sixth European Workshop on Machine Learning and Systems, EuroMLSys 2026, 2026

2025

TPUXtract: An Exhaustive Hyperparameter Extraction Framework.

Ashley Kurian, Anuj Dubey, Ferhat Yaman, Aydin Aysu

IACR Trans. Cryptogr. Hardw. Embed. Syst., 2025

Exploiting Unstructured Sparsity in Fully Homomorphic Encrypted DNNs.

Aidan Ferguson, Perry Gibson, Lara D'Agata, Parker McLeod, Ferhat Yaman, Amitabh Das, Ian Colbert, José Cano

Proceedings of the 5th Workshop on Machine Learning and Systems, 2025

2023

A Survey of Software Implementations for the Number Theoretic Transform.

Ahmet Can Mert, Ferhat Yaman, Emre Karabulut, Erdinç Öztürk, Erkay Savas, Aydin Aysu

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2023

2022

Hands-On Teaching of Hardware Security for Machine Learning.

Ashley Calhoun, Erick Ortega, Ferhat Yaman, Anuj Dubey, Aydin Aysu

Proceedings of the GLSVLSI '22: Great Lakes Symposium on VLSI 2022, Irvine CA USA, June 6, 2022

2021

ML with HE: Privacy Preserving Machine Learning Inferences for Genome Studies.

Seyma Selcan Magara, Ceren Yildirim, Ferhat Yaman, Berke Dilekoglu, Furkan Reha Tutas, Erdinç Öztürk, Kamer Kaya, Öznur Tastan, Erkay Savas

CoRR, 2021

A Hardware Accelerator for Polynomial Multiplication Operation of CRYSTALS-KYBER PQC Scheme.

Ferhat Yaman, Ahmet Can Mert, Erdinç Öztürk, Erkay Savas

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021