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Peng Liu — most-cited papers & profile · Cybersecurity
← authors
·
overview
Peng Liu
65
papers ·
320
citations ·
0
h-index
Guizhou University · Shanghai Jiao Tong University · Shandong Agricultural University
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Semantic Scholar ↗
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Most-cited papers
Exploiting Physical Dynamics to Detect Actuator and Sensor Attacks in Mobile Robots
2017 · 16 citations
From Physical to Cyber: Escalating Protection for Personalized Auto Insurance
2016 · 13 citations
Security and Privacy for Artificial Intelligence: Opportunities and Challenges
2021 · 13 citations
ROPNN: Detection of ROP Payloads Using Deep Neural Networks
2018 · 9 citations
Semantic-preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection
2020 · 4 citations
Tackling Imbalanced Data in Cybersecurity with Transfer Learning: A Case with ROP Payload Detection
2021 · 2 citations
Identifying Non-Control Security-Critical Data through Program Dependence Learning
2021 · 2 citations
GANcrop: A Contrastive Defense Against Backdoor Attacks in Federated Learning
2024 · 2 citations
Using Deep Learning to Solve Computer Security Challenges: A Survey
2019 · 1 citations
Detecting Avalanche Effect in Adversarial Settings: Spotting the Encryption Loops in Ransomware
2026
Design Principles for the Construction of a Benchmark Evaluating Security Operation Capabilities of Multi-agent AI Systems
2026
Uncovering and Understanding FPR Manipulation Attack in Industrial IoT Networks
2026
To Protect the LLM Agent Against the Prompt Injection Attack with Polymorphic Prompt
2025
Hide Your Malicious Goal Into Benign Narratives: Jailbreak Large Language Models through Carrier Articles
2024
Top co-authors
Haizhou Wang
· 6
Zhilong Wang
· 4
Jun Xu
· 2
Minghui Zhu
· 2
Ping Chen
· 2
Athanasios V. Vasilakos
· 1
Hayretdin Bahşi
· 1
Heqing Huang
· 1
Hong Hu
· 1
Junwei Zhou
· 1
Le Guan
· 1
Lin Lin
· 1
Topics
Vulnerability Detection
Adversarial ML
Anomaly Detection
LLM Security
Network Security
Malware Detection
Threat Intelligence
Privacy
Cryptography
Forensics