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Ran He — most-cited papers & profile · Cybersecurity
← authors
·
overview
Ran He
56
papers ·
302
citations ·
63
h-index
University of Chinese Academy of Sciences
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks
2022 · 10 citations
Few-shot Backdoor Defense Using Shapley Estimation
2021 · 4 citations
Do We Really Need Curated Malicious Data for Safety Alignment in Multi-modal Large Language Models?
2025 · 1 citations
AdaptGuard: Defending Against Universal Attacks for Model Adaptation
2023 · 1 citations
Are GUI Agents Focused Enough? Automated Distraction via Semantic-level UI Element Injection
2026
Stop Tracking Me! Proactive Defense Against Attribute Inference Attack in LLMs
2026
Test-Time Immunization: A Universal Defense Framework Against Jailbreaks for (Multimodal) Large Language Models
2025
Invisible Backdoor Attack with Sample-Specific Triggers
2020
Test-Time Backdoor Defense via Detecting and Repairing
2023
Protecting Model Adaptation from Trojans in the Unlabeled Data
2024
Top co-authors
Jian Liang
· 7
Tieniu Tan
· 3
Lijun Sheng
· 2
Yanbo Wang
· 2
Zilei Wang
· 2
Baoyuan Wu
· 1
Chao Jin
· 1
Dacheng Tao
· 1
Dong Yan
· 1
Huaibo Huang
· 1
Jie Cao
· 1
Junxian Duan
· 1
Topics
Adversarial ML
Vulnerability Detection
LLM Security
Privacy
Network Security
Threat Intelligence