Takao Murakami @ ISM

Takao Murakami

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

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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 [NDSS26] [S&P25] [CCS22]
- Variants/Extensions of DP [ESORICS21] [ESORICS19] [USENIX Security19]
Others
- Security and Privacy in Machine Learning [PETS20]
- Location Privacy [PETS21] [PETS17] [TIFS17] [TIFS16]
- Location Trace Anonymization Contest [PETS23]
- Security and Privacy in Biometrics [Information Fusion16] [TIFS14]

Please see Pulications for more details.

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