Novel method to watermark anonymized data for data publishing

Yuichi Nakamura; Yoshimichi Nakatsuka; Hiroaki Nishi

doi:10.1587/transinf.2016ICP0015

Novel method to watermark anonymized data for data publishing

Yuichi Nakamura, Yoshimichi Nakatsuka, Hiroaki Nishi

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Abstract

In this study, an anonymization infrastructure for the secondary use of data is proposed. The proposed infrastructure can publish data that includes privacy information while preserving the privacy by using anonymization techniques. The infrastructure considers a situation where ill-motivated users redistribute the data without authorization. Therefore, we propose a watermarking method for anonymized data to solve this problem. The proposed method is implemented, and the proposed method's tolerance against attacks is evaluated.

Original language	English
Pages (from-to)	1671-1679
Number of pages	9
Journal	IEICE Transactions on Information and Systems
Volume	E100D
Issue number	8
DOIs	https://doi.org/10.1587/transinf.2016ICP0015
Publication status	Published - 2017 Aug
Externally published	Yes

Keywords

Anonymization
Distortion attack
Turbo code
Watermarking

ASJC Scopus subject areas

Software
Hardware and Architecture
Computer Vision and Pattern Recognition
Electrical and Electronic Engineering
Artificial Intelligence

Access to Document

10.1587/transinf.2016ICP0015

Cite this

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title = "Novel method to watermark anonymized data for data publishing",

abstract = "In this study, an anonymization infrastructure for the secondary use of data is proposed. The proposed infrastructure can publish data that includes privacy information while preserving the privacy by using anonymization techniques. The infrastructure considers a situation where ill-motivated users redistribute the data without authorization. Therefore, we propose a watermarking method for anonymized data to solve this problem. The proposed method is implemented, and the proposed method's tolerance against attacks is evaluated.",

keywords = "Anonymization, Distortion attack, Turbo code, Watermarking",

author = "Yuichi Nakamura and Yoshimichi Nakatsuka and Hiroaki Nishi",

note = "Funding Information: This work was partially supported by MEXT/JSPS KAKENHI Grant (B) Number JP16H04455, through the funding received from SECOM Science and Technology Foundation, from MLIT Grant for development of advanced technology in housing and buildings, by R&D project {"}Design of Information and Communication Platform for Future Smart Community Services{"} by the Ministry of Internal Affairs and Communications of Japan, from Keio Univ. Global Smart Society Creation Project Research, and from Keio Univ. Doctorate Student Grant-in-Aid Program. Publisher Copyright: Copyright {\textcopyright} 2017 The Institute of Electronics, Information and Communication Engineers.",

year = "2017",

month = aug,

doi = "10.1587/transinf.2016ICP0015",

language = "English",

volume = "E100D",

pages = "1671--1679",

journal = "IEICE Transactions on Information and Systems",

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AU - Nakamura, Yuichi

AU - Nakatsuka, Yoshimichi

AU - Nishi, Hiroaki

N1 - Funding Information: This work was partially supported by MEXT/JSPS KAKENHI Grant (B) Number JP16H04455, through the funding received from SECOM Science and Technology Foundation, from MLIT Grant for development of advanced technology in housing and buildings, by R&D project "Design of Information and Communication Platform for Future Smart Community Services" by the Ministry of Internal Affairs and Communications of Japan, from Keio Univ. Global Smart Society Creation Project Research, and from Keio Univ. Doctorate Student Grant-in-Aid Program. Publisher Copyright: Copyright © 2017 The Institute of Electronics, Information and Communication Engineers.

PY - 2017/8

Y1 - 2017/8

N2 - In this study, an anonymization infrastructure for the secondary use of data is proposed. The proposed infrastructure can publish data that includes privacy information while preserving the privacy by using anonymization techniques. The infrastructure considers a situation where ill-motivated users redistribute the data without authorization. Therefore, we propose a watermarking method for anonymized data to solve this problem. The proposed method is implemented, and the proposed method's tolerance against attacks is evaluated.

AB - In this study, an anonymization infrastructure for the secondary use of data is proposed. The proposed infrastructure can publish data that includes privacy information while preserving the privacy by using anonymization techniques. The infrastructure considers a situation where ill-motivated users redistribute the data without authorization. Therefore, we propose a watermarking method for anonymized data to solve this problem. The proposed method is implemented, and the proposed method's tolerance against attacks is evaluated.

KW - Anonymization

KW - Distortion attack

KW - Turbo code

KW - Watermarking

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Novel method to watermark anonymized data for data publishing

Abstract

Keywords

ASJC Scopus subject areas

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