👋Hello, and welcome!

My name is Lipeng He Preferred First NameTony, and I am currently an 👨‍🎓 undergraduate student and researcher with the University of Waterloo .

I was previously a Full Stack Software Engineer at various technology startups based in Toronto, Canada 🇨🇦.

🧬NEXUS

The first non-interactive protocol for secure transformer inference.

👀LookAhead

A new direction for detecting and preventing DeFi attacks.

I am interested in both the Theoretical & Applied Aspects of Cryptography and its applications throughout and beyond computing & data sciences.

In my previous research experience, I worked on developing and analyzing Cryptographic Systems and Protocols that address issues related to:

1
Privacy-preserving computing
2
Software security and usability

My most recent research work has put an emphasis on Fully Homomorphic Encryption (FHE) and Privacy-preserving Machine Learning (PPML).

Google Scholar

LookAhead: Preventing DeFi Attacks via Unveiling Adversarial Contracts

Shoupeng Ren, Lipeng He, Tianyu Tu, Di Wu, Jian Liu, Kui Ren, and Chun Chen

Secure Transformer Inference Made Non-interactive

Jiawen Zhang, Xinpeng Yang, Lipeng He, Kejia Chen, Wen-jie Lu, Yinghao Wang, Xiaoyang Hou, Jian Liu, Kui Ren and Xiaohu Yang

A Survey of Multimodal Federated Learning: Background, Applications, and Perspectives

Hao Pan, Xiaoli Zhao, Lipeng He, Yicong Shi and Xiaogang Lin

A Comparative Examination of Network and Contract-Based Blockchain Storage Solutions for Decentralized Applications

New Article Everytime I Publish :)