Guanxiong Liu

Guanxiong Liu

New Jersey Institute of Technology

H-index: 8

North America-United States

About Guanxiong Liu

Guanxiong Liu, With an exceptional h-index of 8 and a recent h-index of 7 (since 2020), a distinguished researcher at New Jersey Institute of Technology, specializes in the field of Machine Learning, Deep Learning, Security.

His recent articles reflect a diverse array of research interests and contributions to the field:

Federated Learning Aided Deep Convolutional Neural Network Solution for Smart Traffic Management

Fortifying Robustness: Unveiling the Intricacies of Training and Inference Vulnerabilities in Centralized and Federated Neural Networks

Un-fair trojan: Targeted backdoor attacks against model fairness

An adaptive black-box defense against trojan attacks (trojdef)

Power-efficient wireless coverage using minimum number of UAVs

A synergetic attack against neural network classifiers combining backdoor and adversarial examples

Smart traffic monitoring system using computer vision and edge computing

Using single-step adversarial training to defend iterative adversarial examples

Guanxiong Liu Information

University

Position

___

Citations(all)

315

Citations(since 2020)

223

Cited By

119

hIndex(all)

8

hIndex(since 2020)

7

i10Index(all)

8

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Guanxiong Liu Skills & Research Interests

Machine Learning

Deep Learning

Security

Top articles of Guanxiong Liu

Federated Learning Aided Deep Convolutional Neural Network Solution for Smart Traffic Management

2023/5/8

Fortifying Robustness: Unveiling the Intricacies of Training and Inference Vulnerabilities in Centralized and Federated Neural Networks

2023

Guanxiong Liu
Guanxiong Liu

H-Index: 4

Un-fair trojan: Targeted backdoor attacks against model fairness

2022/12/12

An adaptive black-box defense against trojan attacks (trojdef)

IEEE Transactions on Neural Networks and Learning Systems

2022/12/5

Guanxiong Liu
Guanxiong Liu

H-Index: 4

Abdallah Khreishah
Abdallah Khreishah

H-Index: 27

Power-efficient wireless coverage using minimum number of UAVs

Sensors

2021/12/29

A synergetic attack against neural network classifiers combining backdoor and adversarial examples

2021/12/15

Smart traffic monitoring system using computer vision and edge computing

IEEE Transactions on Intelligent Transportation Systems

2021/9/22

Using single-step adversarial training to defend iterative adversarial examples

2021/4/26

Guanxiong Liu
Guanxiong Liu

H-Index: 4

Abdallah Khreishah
Abdallah Khreishah

H-Index: 27

Manigen: A manifold aided black-box generator of adversarial examples

IEEE Access

2020/10/7

Trojans and adversarial examples: A lethal combination

2020/10/2

See List of Professors in Guanxiong Liu University(New Jersey Institute of Technology)

Co-Authors

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