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Lingjuan Lyu — most-cited papers & profile · Cybersecurity
← authors
·
overview
Lingjuan Lyu
78
papers ·
997
citations ·
38
h-index
Beijing Tongren Hospital · Sony (Taiwan) · Sony Corporation (United States) · Sony Computer Science Laboratories · Sony (Japan)
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Most-cited papers
Privacy and Robustness in Federated Learning: Attacks and Defenses
2020 · 46 citations
Threats to Pre-trained Language Models: Survey and Taxonomy
2022 · 18 citations
A Novel Attribute Reconstruction Attack in Federated Learning
2021 · 13 citations
Towards Adversarially Robust Continual Learning
2023 · 8 citations
Narcissus: A Practical Clean-Label Backdoor Attack with Limited Information
2022 · 7 citations
ASSET: Robust Backdoor Data Detection Across A Multiplicity Of Deep Learning Paradigms
2023 · 6 citations
Student Surpasses Teacher: Imitation Attack for Black-Box NLP APIs
2021 · 5 citations
Protecting Split Learning by Potential Energy Loss
2022 · 4 citations
Killing One Bird with Two Stones: Model Extraction and Attribute Inference Attacks against BERT-based APIs
2021 · 2 citations
Towards Effective, Stealthy, and Persistent Backdoor Attacks Targeting Graph Foundation Models
2025
Sybil-based Virtual Data Poisoning Attacks in Federated Learning
2025
How to Sift Out a Clean Data Subset in the Presence of Data Poisoning?
2022
The Perils of Learning From Unlabeled Data: Backdoor Attacks on Semi-supervised Learning
2022
Defending Against Weight-Poisoning Backdoor Attacks for Parameter-Efficient Fine-Tuning
2024
Top co-authors
Chen Chen
· 4
Yi Zeng
· 3
Jun Zhao
· 2
Ruoxi Jia
· 2
Xuanli He
· 2
Amir Houmansadr
· 1
Bihan Wen
· 1
Chaochao Chen
· 1
Chunlong Xie
· 1
Fangzhao Wu
· 1
Fei Zheng
· 1
Gholamreza Haffari
· 1
Topics
Adversarial ML
Vulnerability Detection
Threat Intelligence
Privacy
LLM Security
Malware Detection
Anomaly Detection