Yupei Liu

According to our database, Yupei Liu authored at least 25 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Policy-Oriented Cognitive Risk Map Modeling for Lane Change via Deep Successor Representation.

Danni Chen, Chao Lu, Yupei Liu, Xianghao Meng, Jianwei Gong

IEEE Trans. Intell. Transp. Syst., May, 2025

A Critical Evaluation of Defenses against Prompt Injection Attacks.

Yuqi Jia, Zedian Shao, Yupei Liu, Jinyuan Jia, Dawn Song, Neil Zhenqiang Gong

CoRR, May, 2025

Risk Assessment of Cyclists in the Mixed Traffic Based on Multilevel Graph Representation.

Gege Cui, Chao Lu, Yupei Liu, Junbin Wang, Xianghao Meng, Jianwei Gong

IEEE Trans. Intell. Transp. Syst., April, 2025

TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning.

Yupei Liu, Yanting Wang, Jinyuan Jia

CoRR, January, 2025

DataSentinel: A Game-Theoretic Detection of Prompt Injection Attacks.

Yupei Liu, Yuqi Jia, Jinyuan Jia, Dawn Song, Neil Zhenqiang Gong

Proceedings of the IEEE Symposium on Security and Privacy, 2025

SecureGaze: Defending Gaze Estimation Against Backdoor Attacks.

Lingyu Du, Yupei Liu, Jinyuan Jia, Guohao Lan

Proceedings of the 23rd ACM Conference on Embedded Networked Sensor Systems, 2025

TrojanDec: Data-free Detection of Trojan Inputs in Self-supervised Learning.

Yupei Liu, Yanting Wang, Jinyuan Jia

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Enhancing Interpretability of Autonomous Driving via Human-Like Cognitive Maps: A Case Study on Lane Change.

Hongliang Lu, Yupei Liu, Meixin Zhu, Chao Lu, Hai Yang, Yinhai Wang

IEEE Trans. Intell. Veh., September, 2024

Defending Deep Regression Models against Backdoor Attacks.

Lingyu Du, Yupei Liu, Jinyuan Jia, Guohao Lan

CoRR, 2024

Evaluating Large Language Model based Personal Information Extraction and Countermeasures.

Yupei Liu, Yuqi Jia, Jinyuan Jia, Neil Zhenqiang Gong

CoRR, 2024

Formalizing and Benchmarking Prompt Injection Attacks and Defenses.

Yupei Liu, Yuqi Jia, Runpeng Geng, Jinyuan Jia, Neil Zhenqiang Gong

Proceedings of the 33rd USENIX Security Symposium, 2024

A Hippocampus-Inspired Dynamic Planning Method for Overtaking Scenes via Predictive Map.

Yupei Liu, Danni Chen, Chao Lu, Hongliang Lu, Meixin Zhu

Proceedings of the 27th IEEE International Conference on Intelligent Transportation Systems, 2024

2023

User Association, Subchannel and Power Allocation in Space-Air-Ground Integrated Vehicular Network With Delay Constraints.

Yupei Liu, Haijun Zhang, Huan Zhou, Keping Long, Victor C. M. Leung

IEEE Trans. Netw. Sci. Eng., 2023

Prompt Injection Attacks and Defenses in LLM-Integrated Applications.

Yupei Liu, Yuqi Jia, Runpeng Geng, Jinyuan Jia, Neil Zhenqiang Gong

CoRR, 2023

PORE: Provably Robust Recommender Systems against Data Poisoning Attacks.

Jinyuan Jia, Yupei Liu, Yuepeng Hu, Neil Zhenqiang Gong

Proceedings of the 32nd USENIX Security Symposium, 2023

2022

StolenEncoder: Stealing Pre-trained Encoders.

Yupei Liu, Jinyuan Jia, Hongbin Liu, Neil Zhenqiang Gong

CoRR, 2022

Security Analysis of Camera-LiDAR Fusion Against Black-Box Attacks on Autonomous Vehicles.

R. Spencer Hallyburton, Yupei Liu, Yulong Cao, Z. Morley Mao, Miroslav Pajic

Proceedings of the 31st USENIX Security Symposium, 2022

BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning.

Jinyuan Jia, Yupei Liu, Neil Zhenqiang Gong

Proceedings of the 43rd IEEE Symposium on Security and Privacy, 2022

Deep Reinforcement Learning for Interference Suppression in RIS-Aided High-Speed Railway Networks.

Jianpeng Xu, Bo Ai, Tony Q. S. Quek, Yupei Liu

Proceedings of the 2022 IEEE International Conference on Communications Workshops, 2022

StolenEncoder: Stealing Pre-trained Encoders in Self-supervised Learning.

Yupei Liu, Jinyuan Jia, Hongbin Liu, Neil Zhenqiang Gong

Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications Security, 2022

Certified Robustness of Nearest Neighbors against Data Poisoning and Backdoor Attacks.

Jinyuan Jia, Yupei Liu, Xiaoyu Cao, Neil Zhenqiang Gong

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Fog Computing Vehicular Network Resource Management Based on Chemical Reaction Optimization.

Yupei Liu, Haijun Zhang, Keping Long, Huan Zhou, Victor C. M. Leung

IEEE Trans. Veh. Technol., 2021

Security Analysis of Camera-LiDAR Semantic-Level Fusion Against Black-Box Attacks on Autonomous Vehicles.

R. Spencer Hallyburton, Yupei Liu, Miroslav Pajic

CoRR, 2021

2019

Energy-Efficient Subchannel Matching and Power Allocation in NOMA Autonomous Driving Vehicular Networks.

Yupei Liu, Haijun Zhang, Keping Long, Arumugam Nallanathan, Victor C. M. Leung

IEEE Wirel. Commun., 2019

2017

Users' continuance intention of virtual learning community services: the moderating role of usage experience.

Min Zhang, Yupei Liu, Weiwei Yan, Yan Zhang

Interact. Learn. Environ., 2017