Shanghao Shi

According to our database, Shanghao Shi authored at least 27 papers between 2020 and 2026.

Collaborative distances:

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

2026

Low Rank Adaptation for Adversarial Perturbation.

Han Liu, Shanghao Shi, Yevgeniy Vorobeychik, Chongjie Zhang, Ning Zhang

CoRR, April, 2026

Trusting What You Cannot See: Auditable Fine-Tuning and Inference for Proprietary AI.

Heng Jin, Chaoyu Zhang, Hexuan Yu, Shanghao Shi, Ning Zhang, Y. Thomas Hou, Wenjing Lou

CoRR, March, 2026

TraceGuard: Process-Guided Firewall against Reasoning Backdoors in Large Language Models.

Zhen Guo, Shanghao Shi, Hao Li, Shamim Yazdani, Ning Zhang, Reza Tourani

CoRR, March, 2026

IU-GUARD: Privacy-Preserving Spectrum Coordination for Incumbent Users under Dynamic Spectrum Sharing.

Shaoyu Li, Hexuan Yu, Shanghao Shi, Md Mohaimin Al Barat, Yang Xiao, Y. Thomas Hou, Wenjing Lou

CoRR, February, 2026

AgentDyn: A Dynamic Open-Ended Benchmark for Evaluating Prompt Injection Attacks of Real-World Agent Security System.

Hao Li, Ruoyao Wen, Shanghao Shi, Ning Zhang, Chaowei Xiao

CoRR, February, 2026

Hermes: Boosting the Performance of Machine-Learning-Based Intrusion Detection System Through Geometric Feature Learning.

Chaoyu Zhang, Shanghao Shi, Ning Wang, Xiangxiang Xu, Shaoyu Li, Lizhong Zheng, Randy Marchany, Mark Gardner, Y. Thomas Hou, Wenjing Lou

IEEE Trans. Netw., 2026

Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring.

Peichun Hua, Hao Li, Shanghao Shi, Zhiyuan Yu, Ning Zhang

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

2025

Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring.

Peichun Hua, Hao Li, Shanghao Shi, Zhiyuan Yu, Ning Zhang

CoRR, December, 2025

FeCo: Boosting Intrusion Detection Capability in IoT Networks via Contrastive Learning.

Ning Wang, Shanghao Shi, Yimin Chen, Wenjing Lou, Y. Thomas Hou

IEEE Trans. Dependable Secur. Comput., 2025

Scale-MIA: A Scalable Model Inversion Attack against Secure Federated Learning via Latent Space Reconstruction.

Shanghao Shi, Ning Wang, Yang Xiao, Chaoyu Zhang, Yi Shi, Y. Thomas Hou, Wenjing Lou

Proceedings of the 32nd Annual Network and Distributed System Security Symposium, 2025

Enabling Trustworthy Federated Learning via Remote Attestation for Mitigating Byzantine Threats.

Chaoyu Zhang, Heng Jin, Shanghao Shi, Hexuan Yu, Sydney Johns, Y. Thomas Hou, Wenjing Lou

Proceedings of the IEEE Military Communications Conference, 2025

BoBa: Boosting Backdoor Detection Through Data Distribution Inference in Federated Learning.

Zhengyuan Jiang, Xingyu Lyu, Shanghao Shi, Yang Xiao, Yimin Chen, Y. Thomas Hou, Wenjing Lou, Ning Wang

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

StarCast: A Secure and Spectrum-Efficient Group Communication Scheme for LEO Satellite Networks.

Chaoyu Zhang, Hexuan Yu, Shanghao Shi, Shaoyu Li, Yi Shi, Eric W. Burger, Y. Thomas Hou, Wenjing Lou

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2025

MedLeak: Multimodal Medical Data Leakage in Secure Federated Learning with Crafted Models.

Shanghao Shi, Md Shahedul Haque, Abhijeet Parida, Chaoyu Zhang, Marius George Linguraru, Y. Thomas Hou, Syed Muhammad Anwar, Wenjing Lou

Proceedings of the ACM/IEEE International Conference on Connected Health: Applications, 2025

2024

Harvesting Private Medical Images in Federated Learning Systems with Crafted Models.

Shanghao Shi, Md Shahedul Haque, Abhijeet Parida, Marius George Linguraru, Y. Thomas Hou, Syed Muhammad Anwar, Wenjing Lou

CoRR, 2024

BoBa: Boosting Backdoor Detection through Data Distribution Inference in Federated Learning.

Ning Wang, Shanghao Shi, Yang Xiao, Yimin Chen, Y. Thomas Hou, Wenjing Lou

CoRR, 2024

ProFLingo: A Fingerprinting-based Copyright Protection Scheme for Large Language Models.

Heng Jin, Chaoyu Zhang, Shanghao Shi, Wenjing Lou, Y. Thomas Hou

CoRR, 2024

Hermes: Boosting the Performance of Machine-Learning-Based Intrusion Detection System through Geometric Feature Learning.

Chaoyu Zhang, Shanghao Shi, Ning Wang, Xiangxiang Xu, Shaoyu Li, Lizhong Zheng, Randy C. Marchany, Mark Gardner, Y. Thomas Hou, Wenjing Lou

Proceedings of the Twenty-fifth International Symposium on Theory, 2024

Pri-Share: Enabling Inter-SAS Privacy Protection via Secure Multi-Party Spectrum Allocation.

Hexuan Yu, Shanghao Shi, Yi Shi, Eric William Burger, Y. Thomas Hou, Wenjing Lou

Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2024

TriSAS: Toward Dependable Inter-SAS Coordination with Auditability.

Shanghao Shi, Yang Xiao, Changlai Du, Yi Shi, Chonggang Wang, Robert Gazda, Y. Thomas Hou, Eric William Burger, Luiz A. DaSilva, Wenjing Lou

Proceedings of the 19th ACM Asia Conference on Computer and Communications Security, 2024

2023

BD-SAS: Enabling Dynamic Spectrum Sharing in Low-Trust Environment.

Yang Xiao, Shanghao Shi, Wenjing Lou, Chonggang Wang, Xu Li, Ning Zhang, Y. Thomas Hou, Jeffrey H. Reed

IEEE Trans. Cogn. Commun. Netw., August, 2023

MS-PTP: Protecting Network Timing from Byzantine Attacks.

Shanghao Shi, Yang Xiao, Changlai Du, Md Hasan Shahriar, Ao Li, Ning Zhang, Y. Thomas Hou, Wenjing Lou

Proceedings of the 16th ACM Conference on Security and Privacy in Wireless and Mobile Networks, 2023

MINDFL: Mitigating the Impact of Imbalanced and Noisy-labeled Data in Federated Learning with Quality and Fairness-Aware Client Selection.

Chaoyu Zhang, Ning Wang, Shanghao Shi, Changlai Du, Wenjing Lou, Y. Thomas Hou

Proceedings of the IEEE Military Communications Conference, 2023

Bijack: Breaking Bitcoin Network with TCP Vulnerabilities.

Shaoyu Li, Shanghao Shi, Yang Xiao, Chaoyu Zhang, Y. Thomas Hou, Wenjing Lou

Proceedings of the Computer Security - ESORICS 2023, 2023

2022

Decentralized Spectrum Access System: Vision, Challenges, and a Blockchain Solution.

Yang Xiao, Shanghao Shi, Wenjing Lou, Chonggang Wang, Xu Li, Ning Zhang, Y. Thomas Hou, Jeffrey H. Reed

IEEE Wirel. Commun., 2022

2021

Challenges and New Directions in Securing Spectrum Access Systems.

Shanghao Shi, Yang Xiao, Wenjing Lou, Chonggang Wang, Xu Li, Y. Thomas Hou, Jeffrey H. Reed

IEEE Internet Things J., 2021

2020

Session Key Distribution Made Practical for CAN and CAN-FD Message Authentication.

Yang Xiao, Shanghao Shi, Ning Zhang, Wenjing Lou, Y. Thomas Hou

Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020