Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms

9 January 2020

Papers citing "Privacy-Preserving Deep Learning Computation for Geo-Distributed Medical Big-Data Platforms"

9 / 9 papers shown

Title
Entropy-Aware Similarity for Balanced Clustering: A Case Study with Melanoma Detection Seokshin Son Soohyun Park Joongheon Kim 14 2 0 11 May 2023
A Systematic Literature Review On Privacy Of Deep Learning Systems Vishal Jignesh Gandhi Sanchit Shokeen Saloni Koshti PILM 21 1 0 07 Dec 2022
MixNN: A design for protecting deep learning models Chao Liu Hao Chen Yusen Wu Rui Jin 10 0 0 28 Mar 2022
Quantum Distributed Deep Learning Architectures: Models, Discussions, and Applications Yunseok Kwak Won Joon Yun Jae Pyoung Kim Hyunhee Cho Minseok Choi Soyi Jung Joongheon Kim 50 41 0 19 Feb 2022
Spatio-Temporal Split Learning for Privacy-Preserving Medical Platforms: Case Studies with COVID-19 CT, X-Ray, and Cholesterol Data Yoo Jeong Ha M. Yoo Gusang Lee Soyi Jung Sae Won Choi Joongheon Kim Seehwan Yoo OOD 14 24 0 20 Aug 2021
Spatio-Temporal Split Learning Joongheon Kim Seunghoon Park Soyi Jung Seehwan Yoo 20 9 0 13 Aug 2021
On the Performance of Generative Adversarial Network (GAN) Variants: A Clinical Data Study Jaesung Yoo Jeman Park An Wang David A. Mohaisen Joongheon Kim MedIm 14 0 0 21 Sep 2020
Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications Jihong Park S. Samarakoon Anis Elgabli Joongheon Kim M. Bennis Seong-Lyun Kim Mérouane Debbah 34 161 0 06 Aug 2020
A Survey on Security and Privacy Issues in Modern Healthcare Systems: Attacks and Defenses Akm Iqtidar Newaz A. Sikder Mohammad Ashiqur Rahman A. S. Uluagac 46 173 0 15 May 2020