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  • Shanghai JiaoTong University
  • Shanghai, China
  • 23:46 (UTC +08:00)

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Zhangky11/README.md

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.

Pinned

  1. BigDL BigDL Public

    Forked from intel-analytics/ipex-llm

    Accelerate LLM with low-bit (FP4 / INT4 / FP8 / INT8) optimizations using bigdl-llm

    Python

  2. secretflow/secretflow secretflow/secretflow Public

    A unified framework for privacy-preserving data analysis and machine learning

    Python 2.2k 364

  3. Harsanyi-Net Harsanyi-Net Public

    Forked from csluchen/harsanyinet

    An interpretable network to compute the Shapley values in a single forward propagation.

    Python

  4. young1881/SJTUer young1881/SJTUer Public

    A Homepage Designed for SJTUers

    Vue 2 1