zhangky11 / sjtu-plus

Backend of SJTU-Plus

Hi, I'm Kyrie ✨

I'm an undergraduate at Shanghai Jiao Tong University (SJTU), majoring in Information Security. I'm expected to graduate in June 2024.

I am interested in Privacy-Preserving Machine Learning and LLMs.

• I'm one of the contributors of SecretFlow, a framework for Privacy-Preserving Machine Learning, implementing Label Leakage Attacks for Split Learning.
• I collaborated to propose HarsanyiNet, a novel network that can calculate Shapley values in a single forward propagation, facilitating the attribution of inputs in order to explain the black box.
• I am currently working on proposing a method to add semantic-level watermarks, to distinguish between images generated by Stable Diffusion and real-life photos.

This is my Curriculum Vitae.