Search Results for author: Yuan Fan

Found 2 papers, 1 papers with code

DPMLBench: Holistic Evaluation of Differentially Private Machine Learning

1 code implementation10 May 2023 Chengkun Wei, Minghu Zhao, Zhikun Zhang, Min Chen, Wenlong Meng, Bo Liu, Yuan Fan, Wenzhi Chen

We also explore some improvements that can maintain model utility and defend against MIAs more effectively.

Image Classification

A Heterogeneous Graph Learning Model for Cyber-Attack Detection

no code implementations16 Dec 2021 Mingqi Lv, chengyu dong, Tieming Chen, Tiantian Zhu, Qijie Song, Yuan Fan

To effective and efficient detect cyber-attacks from a huge number of system events in the provenance data, we firstly model the provenance data by a heterogeneous graph to capture the rich context information of each system entities (e. g., process, file, socket, etc.

Cyber Attack Detection Graph Learning +1

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