I’m a master student who is majoring in applied cryptography and federated learning at the University of Electronic Science and Technology of China. Specifically, my research interest includes the following aspects. Additionally, I have done some work that combines homomorphic encryption with federated learning and you can see them in my github. Meanwhile, I have published some papers in some conferences and journals including IEEE ICC, IEEE Globecom, ACISP, and IEEE IoTj. Now, I have begun to learn more about functional encryption, zero-knowledge proof, function secret sharing, and private information retrieval. In the future, I will do some work on the above aspects.

🔭Research Interests

Federated Learning
Cryptography
- Homomorphic Encryption
- Functional Encryption
- Function Secret Sharing
- Zero-Knowledge Proof
Decentralized system
Private Information Retrieval

📝 Publications

Papers

Communication-Efficient Privacy-Preserving and Verifiable Federated Learning (IEEE ICC 2023, CCF-C)
Chen T, Wang X F, Dai H N, et al. DTPP-DFL: A Dropout-Tolerated Privacy-Preserving Decentralized Federated Learning Framework[C]//GLOBECOM 2023-2023 IEEE Global Communications Conference. IEEE, 2023: 2554-2559. (IEEE Globecom 2023, CCF-C)
Chen T, Wang X, Dai H N, et al. A Dropout-Tolerated Privacy-Preserving Method for Decentralized Crowdsourced Federated Learning[J]. IEEE Internet of Things Journal, 2023. (IEEE IoTj 2023, JCR-1)

Patents

A Verifiable Privacy-Preserving Federated Learning Method and System.
A Certificateless Anonymous Cross-Domain Authentication Method for IoT devices based on Blockchain.
An Efficient Fully Anonymous Self-Counting Voting Method Based on Blockchain.

📖 Educations

2017.09 - 2021.07, I was an undergraduate student at the Xi’an University of Posts & Telecommunications and my major was Information Security. I worked in the laboratory of Prof. Meixia Miao with her master’s students on a project about ciphertext deduplication for cloud storage.
2021.09 - Present, I’m a master student supervised by Pro. Xiaofen Wang at the University of Electronic Science and Technology of China. I worked in the Cyber Security Team led by Pro. Xiaosong Zhang.

💬 Information