主要研究方向包括隐私计算,联邦学习,大模型安全,公钥密码学,区块链等领域。发表学术论文50余篇,授权发明专利7项,其中专利转化1项。主持国家重点研发计划课题、国家自然科学专项课题、国家自然科学基金青年项目、数学天元基金、北京市科委项目课题、北京市面上基金等。近五年主讲5门本科生课程和2门研究生课程,已指导毕业研究生22人,正在指导硕士研究生7人,博士研究生12 人。承担教改项目10余项,发表教改论文10余篇。 出版教材: 1. 金海、裴庆祺、盖珂珂、高莹、微众银行,区块链技术原理,高等教育出版社,2022. 2. 高莹,信息安全数学基础,高等教育出版社,2024 代表论文: 1. Ying Gao(唯一第一作者,通信作者), Huanghao Deng, Zukun Zhu, Xiaofeng Chen, Yuxin Xie, Pei Duan, Peixuan Chen, Peafowl: Private Entity Alignment in Multi-Party Privacy-Preserving Machine Learning, IEEE Transactions on Information Forensics and Security, vol. 20, pp. 2706-2720, 2025 (CCF A,信息安全领域顶刊) 2. Ying Gao(共同第一作者,通信作者), Yuanchao Luo, Longxin Wang, et al. 2024. Efficient Scalable Multi-Party Private Set Intersection(-Variants) from Bicentric Zero-Sharing. In Proceedings of the 2024 ACM SIGSAC Conference on Computer and Communications Security (CCS'24), October 14–18, 2024, Salt Lake City, UT, USA. ACM, New York, NY, USA, 15 pages. (CCF A,网络空间安全领域四大顶级会议) 3. Jie Ma, Ningyu He, Jinwen Xi, Mingzhe Xing, Haoyu Wang, Ying Gao(第一通信作者), Yinliang Yue, OpDiffer: LLM-Assisted Opcode-Level Differential Testing of Ethereum Virtual Machine. Proc. ACM Softw. Eng. 2(ISSTA): 1559-1582 (2025) (CCF A, 软件工程领域顶会) 4. Ying Gao(唯一第一作者,通信作者), Lin Qi, Xiang Liu, et al. Efficient Fuzzy Private Set Intersection from Fuzzy Mapping. In: Chung, KM., Sasaki, Y. (eds) Advances in Cryptology – ASIACRYPT 2024. ASIACRYPT 2024. Lecture Notes in Computer Science, vol 15489. Springer, Singapore. (CACR A,密码学三大顶级会议) 5. Xiang Liu, Ying Gao(唯一通信作者). Scalable Multi-party Private Set Union from Multi-query Secret-Shared Private Membership Test. In: Guo, J., Steinfeld, R. (eds) Advances in Cryptology - ASIACRYPT 2023. Lecture Notes in Computer Science, vol 14438. Springer, Singapore. (CACR A,密码学三大顶会之一) |