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Yiming Li — most-cited papers & profile · Cybersecurity
← authors
·
overview
Yiming Li
22
papers ·
327
citations ·
28
h-index
Nanyang Technological University · Chinese University of Hong Kong · Central China Normal University · Zhejiang University · Wuxi Institute of Technology · Tsinghua University
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Most-cited papers
Rethinking the Trigger of Backdoor Attack
2020 · 98 citations
Backdoor Defense via Decoupling the Training Process
2022 · 41 citations
Backdoor Learning: A Survey
2020 · 38 citations
Backdoor Attack in the Physical World
2021 · 36 citations
Untargeted Backdoor Watermark: Towards Harmless and Stealthy Dataset Copyright Protection
2022 · 26 citations
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency
2023 · 19 citations
Hidden Backdoor Attack against Semantic Segmentation Models
2021 · 18 citations
Defending Against Backdoor Attacks by Layer-wise Feature Analysis
2023 · 18 citations
BackdoorBox: A Python Toolbox for Backdoor Learning
2023 · 11 citations
MOVE: Effective and Harmless Ownership Verification via Embedded External Features
2022 · 5 citations
A Survey of Privacy Threats and Defense in Vertical Federated Learning: From Model Life Cycle Perspective
2024 · 5 citations
BaDExpert: Extracting Backdoor Functionality for Accurate Backdoor Input Detection
2023 · 4 citations
Towards Sample-specific Backdoor Attack with Clean Labels via Attribute Trigger
2023 · 2 citations
Nearest is Not Dearest: Towards Practical Defense against Quantization-conditioned Backdoor Attacks
2024 · 1 citations
Cert-SSBD: Certified Backdoor Defense with Sample-Specific Smoothing Noises
2025
Top co-authors
Shu-Tao Xia
· 10
Yong Jiang
· 9
Zhifeng Li
· 4
Yang Bai
· 3
Baoyuan Wu
· 2
Linghui Zhu
· 2
Tongqing Zhai
· 2
Xiaochun Cao
· 2
Xiaojun Jia
· 2
Zhan Qin
· 2
Baolei Zhang
· 1
Biao Yi
· 1
Topics
Adversarial ML
Threat Intelligence
Vulnerability Detection
Network Security
Anomaly Detection
Privacy
Malware Detection
LLM Security