Jaiyoung Park

According to our database, Jaiyoung Park authored at least 8 papers between 2020 and 2024.

Collaborative distances:

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

2024

HyPHEN: A Hybrid Packing Method and Its Optimizations for Homomorphic Encryption-Based Neural Networks.

Donghwan Kim, Jaiyoung Park, Jongmin Kim, Sangpyo Kim, Jung Ho Ahn

IEEE Access, 2024

NeuJeans: Private Neural Network Inference with Joint Optimization of Convolution and FHE Bootstrapping.

Jae Hyung Ju, Jaiyoung Park, Jongmin Kim, Minsik Kang, Donghwan Kim, Jung Hee Cheon, Jung Ho Ahn

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

2023

NeuJeans: Private Neural Network Inference with Joint Optimization of Convolution and Bootstrapping.

Jae Hyung Ju, Jaiyoung Park, Jongmin Kim, Donghwan Kim, Jung Ho Ahn

CoRR, 2023

Toward Practical Privacy-Preserving Convolutional Neural Networks Exploiting Fully Homomorphic Encryption.

Jaiyoung Park, Donghwan Kim, Jongmin Kim, Sangpyo Kim, Wonkyung Jung, Jung Hee Cheon, Jung Ho Ahn

CoRR, 2023

HyPHEN: A Hybrid Packing Method and Optimizations for Homomorphic Encryption-Based Neural Networks.

Donghwan Kim, Jaiyoung Park, Jongmin Kim, Sangpyo Kim, Jung Ho Ahn

CoRR, 2023

SHARP: A Short-Word Hierarchical Accelerator for Robust and Practical Fully Homomorphic Encryption.

Jongmin Kim, Sangpyo Kim, Jaewan Choi, Jaiyoung Park, Donghwan Kim, Jung Ho Ahn

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

2022

AESPA: Accuracy Preserving Low-degree Polynomial Activation for Fast Private Inference.

Jaiyoung Park, Michael Jaemin Kim, Wonkyung Jung, Jung Ho Ahn

CoRR, 2022

2020

Accelerating Number Theoretic Transformations for Bootstrappable Homomorphic Encryption on GPUs.

Sangpyo Kim, Wonkyung Jung, Jaiyoung Park, Jung Ho Ahn

Proceedings of the IEEE International Symposium on Workload Characterization, 2020