Takao MurakamiÂ
Associate Professor
Department of Interdisciplinary Statistical Mathematics
The Institute of Statistical Mathematics (ISM)
10-3 Midori-cho, Tachikawa, Tokyo, 190-8562, Japan
E-mail: tmura (AT) ism (DOT) ac (DOT) jp
Research Interests
My current research interests lie in privacy-preserving technologies for data analysis and machine learning. In particular, I am interested in differential privacy and new privacy metrics/models.
I have been working on the following topics (some papers span multiple topics):
Differential Privacy (DP)
Graph DP [ICDE24] [CCS22] [USENIX Security22] [USENIX Security21]
Local DP [USENIX Security22] [USENIX Security21] [PETS18]
Shuffle DP [CCS22]
Variants/Extensions of DP [ESORICS21] [ESORICS19] [USENIX Security19]
Others
Please see Pulications for more details.