Welcome to TDSAI Lab!


The Trustworthy Data Science and AI (TDSAI) Lab, also known as Cao Lab, is at the forefront of advancements in trustworthy data science and AI, with a strong emphasis on privacy, security, reliability, fairness, and transparency. Our mission is to develop groundbreaking theories, algorithms, and systems that promote ethical and dependable AI, contributing to the welfare of society and the future of humanity.

Our current research focuses on developing and applying privacy-enhancing technologies to address trust challenges in data management, machine learning, and security. Key areas of exploration include Differential Privacy, Federated Learning, Trustworthy LLM/LMM, AI Security, Data Marketplaces, and beyond.

News & Events

October 1, 2024

Tokyo Institute of Technology (Tokyo Tech) is changed to Institute of Science Tokyo (Science Tokyo) from today. Check out the philosophy, logo, and new websites.

September 11, 2024

We are organizing a domestic workshop (in Japanese) on LLM+DB on September 11. Welcome to attend!

August 24, 2024

Two papers was accepted in ACM CCS 2024. Congrats to Ruixuan, Yihao and all collaborators!

August 19, 2024

We are organizing Tokyo Workshop on Trustworthy Foundation Models on Agust 19! Welcome to attend!

August 2, 2024

Dr.Lingjuan Lyu @Sony AI gave an intriguing talk titled “A Pathway Towards Responsible Generative AI”.

July 29, 2024

Prof. Yuzhe Tang @Syracuse University gave an intriguing talk titled “Understand Blockchains’ Economic Security from Systems- and Data- Security Perspectives”.

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