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Yingqi Liu | Researchclopedia

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Yingqi Liu

Sun Yat-sen University ORCID

60

Works

3,043

Citations

20

h-index

23

i10-index

Research Topics

Adversarial Robustness in Machine Learning Anomaly Detection Techniques and Applications Advanced Malware Detection Techniques

Affiliations

Xidian University2019–2021

Sun Yat-sen University2025–2025

Jilin University2017–2017

Purdue University West Lafayette2018–2023

China University of Mining and Technology2012–2015

Top Works

Trojaning Attack on Neural Networks

Yingqi Liu,Shiqing Ma,et al.

20181,179 citations

Privacy-Preserving Technologies in Data

Software Testing and Debugging Techniques

ABS: Scanning Neural Networks for Back-doors by Artificial Brain Stimulation

Yingqi Liu,Wen‐Chuan Lee,et al.

2019395 citations

NIC: Detecting Adversarial Samples with Neural Network Invariant Checking

Shiqing Ma,Yingqi Liu,et al.

2019241 citations

MODE: automated neural network model debugging via state differential analysis and input selection

Shiqing Ma,Yingqi Liu,et al.

2018214 citations

Composite Backdoor Attack for Deep Neural Network by Mixing Existing Benign Features

Junyu Lin,Lei Xu,et al.

2020197 citations

Deep Feature Space Trojan Attack of Neural Networks by Controlled Detoxification

Siyuan Cheng,Yingqi Liu,et al.

2021125 citations

Make Landscape Flatter in Differentially Private Federated Learning

Yifan Shi,Yingqi Liu,et al.

202378 citations

Attacks Meet Interpretability: Attribute-steered Detection of\n Adversarial Samples

Guanhong Tao,Shiqing Ma,et al.

201863 citations

Attacks Meet Interpretability: Attribute-steered Detection of Adversarial Samples

Guanhong Tao,Shiqing Ma,et al.

201852 citations