Yugeng Liu

Ph.D. at CISPA Helmholtz Center for Information Security

Saarland, Germany
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Summary

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Rockstar
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Top School
Yugeng Liu is a Ph.D. candidate in Computer Security at CISPA Helmholtz Center for Information Security, co-supervised by Michael Backes and Yang Zhang, bringing a decade of experience at the intersection of research and applied security. His background includes a research internship at Johns Hopkins University Information Security Institute and a computer science degree from Shanghai Jiao Tong University, reflecting strong academic foundations and cross-institution collaboration. Based in Saarland, Germany, he focuses on advancing security research while maintaining a playful GitHub persona ("摸鱼小猫") that hints at creative curiosity outside formal publications. Known for bridging rigorous theoretical work with practical experiments, he combines deep technical analysis with hands-on implementation to tackle real-world security problems.
code10 years of coding experience
bookDoctor of Philosophy - PhD, Computer Security, Doctor of Philosophy - PhD, Computer Security at Helmholtz Center for Information Security(CISPA)
bookBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Shanghai Jiao Tong University
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Stackoverflow

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Github Skills (42)

adversarial-attacks10
jailbreak10
differential-privacy10
security9
machine-learning9
diffusion-models9
ranking9
flux9
audio9
nlp9
react8
python8
computer-science8
science8
deep-learning8

Programming languages (5)

BatchfileTeXJavaScriptJupyter NotebookPython

Github contributions (5)

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personal webstie https://liu.ai
Contributions:2 PRs, 122 pushes, 7 branches in 1 year 1 month
reactwebstie
liuyugeng/ML-Doctor

Aug 2021 - Dec 2022

Code for ML Doctor
Contributions:102 commits, 2 PRs, 106 pushes in 1 year 4 months
attribute-inference-attackdifferential-privacyknowledge-distillationmachine-learningmembership-inference-attack
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Yugeng Liu - Ph.D. at CISPA Helmholtz Center for Information Security