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Guang Cheng — most-cited papers & profile · Cybersecurity
← authors
·
overview
Guang Cheng
29
papers ·
47
citations ·
25
h-index
Amazon (United States) · University of California, Los Angeles · Southeast University · Southeast University
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Most-cited papers
Badgd: A Unified Data-centric Framework To Identify Gradient Descent Vulnerabilities
2024 · 1 citations
Toward Intelligent and Secure Cloud: Large Language Model Empowered Proactive Defense
2024 · 1 citations
vEcho: A Paradigm Shift from Vulnerability Verification to Proactive Discovery with Large Language Models
2026
Ensembling Membership Inference Attacks Against Tabular Generative Models
2025
Synth-MIA: A Testbed for Auditing Privacy Leakage in Tabular Data Synthesis
2025
From Static to Adaptive Defense: Federated Multi-Agent Deep Reinforcement Learning-Driven Moving Target Defense Against DoS Attacks in UAV Swarm Networks
2025
Demarking: A Defense For Network Flow Watermarking In Real-time
2024
Building an Efficient Intrusion Detection System Based on Feature Selection and Ensemble Classifier
2019
MalPurifier: Enhancing Android Malware Detection with Adversarial Purification against Evasion Attacks
2023
Top co-authors
Yuyang Zhou
· 4
Zihan Chen
· 2
Jiancheng Huang
· 1
Tian Qin
· 1
Xiaofeng Lin
· 1
Yuxuan Yang
· 1
Topics
Adversarial ML
Network Security
Anomaly Detection
Vulnerability Detection
Privacy
LLM Security
Threat Intelligence
cs.CR
Malware Detection