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Chang Liu — most-cited papers & profile · Cybersecurity
← authors
·
overview
Chang Liu
136
papers ·
4474
citations ·
2
h-index
University of Science and Technology of China · University of Illinois Urbana-Champaign · Fudan University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Targeted Backdoor Attacks on Deep Learning Systems Using Data Poisoning
2017 · 1032 citations
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning
2018 · 783 citations
Neural Network Model Extraction Attacks in Edge Devices by Hearing Architectural Hints
2019 · 28 citations
SCNet: A Neural Network for Automated Side-Channel Attack
2020 · 2 citations
MalRAG: A Retrieval-Augmented LLM Framework for Open-set Malicious Traffic Identification
2025
A Machine Learning Approach To Prevent Malicious Calls Over Telephony Networks
2018
Top co-authors
Bo Li
· 2
Dawn Song
· 2
Alina Oprea
· 1
Battista Biggio
· 1
Chen Yang
· 1
Cristina Nita-Rotaru
· 1
Gang Xiong
· 1
Gaopeng Gou
· 1
Guanlin Li
· 1
Han Yu
· 1
Kun Wu
· 1
Lei Deng
· 1
Topics
Threat Intelligence
Adversarial ML
Network Security
Vulnerability Detection
LLM Security
Malware Detection
Anomaly Detection