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Chaowei Xiao — most-cited papers & profile · Cybersecurity
← authors
·
overview
Chaowei Xiao
42
papers ·
979
citations ·
0
h-index
Johns Hopkins University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Spatially Transformed Adversarial Examples
2018 · 242 citations
Generating Adversarial Examples with Adversarial Networks
2018 · 240 citations
Adversarial Objects Against LiDAR-Based Autonomous Driving Systems
2019 · 63 citations
Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation
2018 · 51 citations
Improving Robustness of ML Classifiers against Realizable Evasion Attacks Using Conserved Features
2017 · 19 citations
A New Era in LLM Security: Exploring Security Concerns in Real-World LLM-based Systems
2024 · 17 citations
ChatGPT as an Attack Tool: Stealthy Textual Backdoor Attack via Blackbox Generative Model Trigger
2023 · 10 citations
Don't Listen To Me: Understanding and Exploring Jailbreak Prompts of Large Language Models
2024 · 9 citations
MeshAdv: Adversarial Meshes for Visual Recognition
2018 · 6 citations
JailBreakV: A Benchmark for Assessing the Robustness of MultiModal Large Language Models against Jailbreak Attacks
2024 · 5 citations
Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment
2024 · 3 citations
System-Level Defense against Indirect Prompt Injection Attacks: An Information Flow Control Perspective
2024 · 2 citations
Detecting Backdoors During the Inference Stage Based on Corruption Robustness Consistency
2023 · 1 citations
FATH: Authentication-based Test-time Defense against Indirect Prompt Injection Attacks
2024 · 1 citations
AutoDAN-Reasoning: Enhancing Strategies Exploration based Jailbreak Attacks with Test-Time Scaling
2025
Top co-authors
Mingyan Liu
· 5
Xiaogeng Liu
· 5
Fangzhou Wu
· 3
Muhao Chen
· 3
Bo Li
· 2
Dawei Yang
· 2
Dawn Song
· 2
Jiazhao Li
· 2
Jiongxiao Wang
· 2
Jun-Yan Zhu
· 2
Siyuan Ma
· 2
Somesh Jha
· 2
Topics
Adversarial ML
LLM Security
Vulnerability Detection
Threat Intelligence
Network Security
Malware Detection
Privacy