Bihe Zhao

Ph.D., Computer Science

CISPA Helmholtz Center for Information SecuritySt. Ingbert, Germany

• Co-supervised by Prof. Adam Dziedzic and Prof. Franziska Boenisch (SprintML lab).
• Research on data provenance, membership and dataset inference, and watermarking for generative models.

M.Sc., Cyber Science and Technology

Beihang UniversityBeijing, China

• Co-advised by Prof. Zhenyu Guan and Prof. Song Bian.

Research Intern

SenseTime ResearchBeijing, China

• Proposed a query-efficient model extraction attack based on public datasets that outperforms prior attacks by a large margin.
• Revealed a non-local self-similarity signal for face forgery detection and built a unified detection framework around it (IEEE SPL).

Backend Development Intern

ByteDanceBeijing, China

• Contributed to a data annotation and management platform.
• Developed and improved an alarm center with over 20,000 rules for detecting unusual data traffic, in Go.

Agent Auditing: Identity Verification and Provenance Tracing

ML in PL 2026, Security in Machine Learning tutorialWarsaw, Poland

Slides · Video

First Prize, 12th National College Student Information Security Contest

National College Student Information Security Contest (top 8%)

Face-swap detection based on video watermarking and physical unclonable functions.

First Prize, Academic Excellence Award

Beihang University (top 5%)

Excellent Student

Beihang University (top 5%)

Outstanding Student President

Beihang University (top 4%)