Song-Yi Hsu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Naive Bayesian Classification

Privacy Preserving

Vertically Partitioned Data

Top Venues

Comput. Intell.

IEEE Trans. Signal Inf. Process. over Networks

Publications

Yu-Chi Chen, Song-Yi Hsu, Xin Xie, Saru Kumari, Sachin Kumar, Joel J. P. C. Rodrigues, Bander A. Alzahrani
Privacy preserving support vector machine based on federated learning for distributed IoT-enabled data analysis. Comput. Intell. 40 (2) (2024)
Yu-Chi Chen, Che-Chia Chang, Chang-Ching Hung, Jian-Feng Lin, Song-Yi Hsu
SecDT: Privacy-Preserving Outsourced Decision Tree Classification Without Polynomial Forms in Edge-Cloud Computing. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Song-Yi Hsu, Xin Xie, Yu-Chi Chen
POSTER: SecretSVM - Secret Sharing-Based SVM for Preventing Collusion in IoT Data Analysis. AsiaCCS (2020)
Che-Chia Chang, Jian-Feng Lin, Song-Yi Hsu, Yu-Chi Chen
Privacy-Preserving Delegation of Decision Tree Classification. ICCE-TW (2020)
Yu-Chi Chen, Song-Yi Hsu, Ting-Wei Chang, Ting-Wei Wu
Lottery DApp from Multi-Randomness Extraction. IEEE ICBC (2019)