Shanghao Shi

Postdoc, Computer Science, Washington University, Saint Louis

Joined

March 2025

Names

Shanghao Shi (Preferred)

Emails

****@vt.edu (Confirmed)

****@wustl.edu (Confirmed)

Personal Links

Career & Education History

Postdoc

Computer Science, Washington University, Saint Louis (wustl.edu)

2025 – Present

PhD student

Computer Science, Virginia Polytechnic Institute and State University (vt.edu)

2019 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Wenjing Lou

2019 – 2025

Expertise

Security & Privacy

Present

Publications

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
- Crossref
- Readers: Everyone
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
- Readers: Everyone
StarCast: A Secure and Spectrum-Efficient Group Communication Scheme for LEO Satellite Networks
Chaoyu Zhang, Hexuan Yu, Shanghao Shi, Shaoyu Li, Yi Shi, Eric William Burger, Y. Thomas Hou, Wenjing Lou
- CoRR 2025
- Readers: Everyone
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
- NDSS 2025
- Readers: Everyone
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
- Crossref
- Readers: Everyone
TriSAS: Toward Dependable Inter-SAS Coordination with Auditability
Shanghao Shi, Yang Xiao, Changlai Du, Yi Shi, Chonggang Wang, Robert Gazda, Y. Thomas Hou, Eric Burger, Luiz Dasilva, Wenjing Lou
- Crossref
- Readers: Everyone
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
- Readers: Everyone
ProFLingo: A Fingerprinting-based Copyright Protection Scheme for Large Language Models
Heng Jin, Chaoyu Zhang, Shanghao Shi, Wenjing Lou, Y. Thomas Hou
- CoRR 2024
- Readers: Everyone
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
- MobiHoc 2024
- Readers: Everyone

View all 23 publications

Co-Authors

View all 31 co-authors