About Me
Hi, I am Tianyu Li, a PhD candidate in the cyber security group at Delft University of Technology. I am glad to work with my supervisors Dr. Zekeriya Erkin and Prof.dr.ir. Inald Lagendijk.
My research focuses on advancing data privacy through differential privacy and applied cryptography within machine learning, location privacy, and data anonymization. Apart from that, I utilize DLT for data sharing under privacy preservation.
I am interested in investigating the differences between theoretical privacy guarantees and practical privacy protection for differential privacy.
Interests
- Data Privacy
- Location Privacy
- Trustworthy AI
- Data Anonymization
Education
PhD Cyber Security
Delft University of Technology
MSc Informatics
University of Edinburgh
BEng Information Security
Shanghai Jiao Tong University
Selected Publications
Lookup Arguments: Improvements, Extensions and Applications to Zero-Knowledge Decision Trees
(in alphabetical order)
In IACR International Conference on Public-Key Cryptography (PKC), 2024.
(in alphabetical order)
In IACR International Conference on Public-Key Cryptography (PKC), 2024.
Trajectory Hiding and Sharing for Supply Chains with Differential Privacy
In European Symposium on Research in Computer Security (ESORICS), 2023.
In European Symposium on Research in Computer Security (ESORICS), 2023.
Privacy-Preserving Bin-Packing With Differential Privacy
In IEEE Open Journal of Signal Processing (IEEE OJSP), 2022.
In IEEE Open Journal of Signal Processing (IEEE OJSP), 2022.
Ongoing Papers