FRBBM-Scheme: A Flexible Ratio Virtual Primary Key Generation Approach Based on Binary Matching

Tiancai Liang; Yun Zhao; Haolin Wang; Ziwen Cai; Zhaoguo Wang; Wenchao Wang; Chuanyi Liu

doi:10.1007/978-3-031-57808-3_32

FRBBM-Scheme: A Flexible Ratio Virtual Primary Key Generation Approach Based on Binary Matching

Tiancai Liang
, Yun Zhao
, Haolin Wang
, Ziwen Cai
, Zhaoguo Wang^*
, Wenchao Wang
, Chuanyi Liu

^*Corresponding author for this work

Harbin Institute of Technology Shenzhen
HIT-QIANXIN Data Security Research Institute
Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies
Electric Power Research Institute of CSG

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

The protection of database watermarking techniques based on primary key (PK) is weakened by potential PK attacks and their huge impact. Using virtual primary key (VPK) schemes is an effective solution to enhance the robustness of these techniques. Pérez Gort et al. proposed the HQR-Scheme, which first considers balancing the participation rate of each attribute to improve the ability of scheme to cope with deletion attacks. However, the HQR-Scheme has limited control ability and cannot adapt to changes in relevant information in databases. Facing these challenges, we innovatively propose the FRBBM-Scheme, which allows users to fully analyze data table information and formulate flexible ratio adjustment strategies to enhance their ability to cope with deletion attacks. We verify our proposed scheme through multiple experiments, which show that it has excellent ratio control ability, can generate high-quality VPK sets, and can resist different levels of attribute deletion attacks.

Original language	English
Title of host publication	Intelligent Information Processing XII - 13th IFIP TC 12 International Conference, IIP 2024, Proceedings
Editors	Zhongzhi Shi, Jim Torresen, Shengxiang Yang
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	438-452
Number of pages	15
ISBN (Print)	9783031578076
DOIs	https://doi.org/10.1007/978-3-031-57808-3_32
State	Published - 2024
Externally published	Yes
Event	13th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2024 - Shenzhen, China Duration: 3 May 2024 → 6 May 2024

Publication series

Name	IFIP Advances in Information and Communication Technology
Volume	703 IFIPAICT
ISSN (Print)	1868-4238
ISSN (Electronic)	1868-422X

Conference

Conference	13th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2024
Country/Territory	China
City	Shenzhen
Period	3/05/24 → 6/05/24

Keywords

Binary matching
Database watermarking
Deletion attack
Primary key attack
Ratio control
Virtual primary key

Access to Document

10.1007/978-3-031-57808-3_32

Cite this

Liang, T., Zhao, Y., Wang, H., Cai, Z., Wang, Z., Wang, W., & Liu, C. (2024). FRBBM-Scheme: A Flexible Ratio Virtual Primary Key Generation Approach Based on Binary Matching. In Z. Shi, J. Torresen, & S. Yang (Eds.), Intelligent Information Processing XII - 13th IFIP TC 12 International Conference, IIP 2024, Proceedings (pp. 438-452). (IFIP Advances in Information and Communication Technology; Vol. 703 IFIPAICT). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-57808-3_32

Liang, Tiancai ; Zhao, Yun ; Wang, Haolin et al. / FRBBM-Scheme : A Flexible Ratio Virtual Primary Key Generation Approach Based on Binary Matching. Intelligent Information Processing XII - 13th IFIP TC 12 International Conference, IIP 2024, Proceedings. editor / Zhongzhi Shi ; Jim Torresen ; Shengxiang Yang. Springer Science and Business Media Deutschland GmbH, 2024. pp. 438-452 (IFIP Advances in Information and Communication Technology).

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abstract = "The protection of database watermarking techniques based on primary key (PK) is weakened by potential PK attacks and their huge impact. Using virtual primary key (VPK) schemes is an effective solution to enhance the robustness of these techniques. P{\'e}rez Gort et al. proposed the HQR-Scheme, which first considers balancing the participation rate of each attribute to improve the ability of scheme to cope with deletion attacks. However, the HQR-Scheme has limited control ability and cannot adapt to changes in relevant information in databases. Facing these challenges, we innovatively propose the FRBBM-Scheme, which allows users to fully analyze data table information and formulate flexible ratio adjustment strategies to enhance their ability to cope with deletion attacks. We verify our proposed scheme through multiple experiments, which show that it has excellent ratio control ability, can generate high-quality VPK sets, and can resist different levels of attribute deletion attacks.",

keywords = "Binary matching, Database watermarking, Deletion attack, Primary key attack, Ratio control, Virtual primary key",

author = "Tiancai Liang and Yun Zhao and Haolin Wang and Ziwen Cai and Zhaoguo Wang and Wenchao Wang and Chuanyi Liu",

note = "Publisher Copyright: {\textcopyright} IFIP International Federation for Information Processing 2024.; 13th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2024 ; Conference date: 03-05-2024 Through 06-05-2024",

year = "2024",

doi = "10.1007/978-3-031-57808-3\_32",

language = "英语",

isbn = "9783031578076",

series = "IFIP Advances in Information and Communication Technology",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "438--452",

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Liang, T, Zhao, Y, Wang, H, Cai, Z, Wang, Z, Wang, W & Liu, C 2024, FRBBM-Scheme: A Flexible Ratio Virtual Primary Key Generation Approach Based on Binary Matching. in Z Shi, J Torresen & S Yang (eds), Intelligent Information Processing XII - 13th IFIP TC 12 International Conference, IIP 2024, Proceedings. IFIP Advances in Information and Communication Technology, vol. 703 IFIPAICT, Springer Science and Business Media Deutschland GmbH, pp. 438-452, 13th IFIP TC 12 International Conference on Intelligent Information Processing, IIP 2024, Shenzhen, China, 3/05/24. https://doi.org/10.1007/978-3-031-57808-3_32

FRBBM-Scheme: A Flexible Ratio Virtual Primary Key Generation Approach Based on Binary Matching. / Liang, Tiancai; Zhao, Yun; Wang, Haolin et al.
Intelligent Information Processing XII - 13th IFIP TC 12 International Conference, IIP 2024, Proceedings. ed. / Zhongzhi Shi; Jim Torresen; Shengxiang Yang. Springer Science and Business Media Deutschland GmbH, 2024. p. 438-452 (IFIP Advances in Information and Communication Technology; Vol. 703 IFIPAICT).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Liang, Tiancai

AU - Zhao, Yun

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AU - Wang, Zhaoguo

AU - Wang, Wenchao

AU - Liu, Chuanyi

N1 - Publisher Copyright: © IFIP International Federation for Information Processing 2024.

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N2 - The protection of database watermarking techniques based on primary key (PK) is weakened by potential PK attacks and their huge impact. Using virtual primary key (VPK) schemes is an effective solution to enhance the robustness of these techniques. Pérez Gort et al. proposed the HQR-Scheme, which first considers balancing the participation rate of each attribute to improve the ability of scheme to cope with deletion attacks. However, the HQR-Scheme has limited control ability and cannot adapt to changes in relevant information in databases. Facing these challenges, we innovatively propose the FRBBM-Scheme, which allows users to fully analyze data table information and formulate flexible ratio adjustment strategies to enhance their ability to cope with deletion attacks. We verify our proposed scheme through multiple experiments, which show that it has excellent ratio control ability, can generate high-quality VPK sets, and can resist different levels of attribute deletion attacks.

AB - The protection of database watermarking techniques based on primary key (PK) is weakened by potential PK attacks and their huge impact. Using virtual primary key (VPK) schemes is an effective solution to enhance the robustness of these techniques. Pérez Gort et al. proposed the HQR-Scheme, which first considers balancing the participation rate of each attribute to improve the ability of scheme to cope with deletion attacks. However, the HQR-Scheme has limited control ability and cannot adapt to changes in relevant information in databases. Facing these challenges, we innovatively propose the FRBBM-Scheme, which allows users to fully analyze data table information and formulate flexible ratio adjustment strategies to enhance their ability to cope with deletion attacks. We verify our proposed scheme through multiple experiments, which show that it has excellent ratio control ability, can generate high-quality VPK sets, and can resist different levels of attribute deletion attacks.

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KW - Primary key attack

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A2 - Yang, Shengxiang

PB - Springer Science and Business Media Deutschland GmbH

Y2 - 3 May 2024 through 6 May 2024

ER -

Liang T, Zhao Y, Wang H, Cai Z, Wang Z, Wang W et al. FRBBM-Scheme: A Flexible Ratio Virtual Primary Key Generation Approach Based on Binary Matching. In Shi Z, Torresen J, Yang S, editors, Intelligent Information Processing XII - 13th IFIP TC 12 International Conference, IIP 2024, Proceedings. Springer Science and Business Media Deutschland GmbH. 2024. p. 438-452. (IFIP Advances in Information and Communication Technology). doi: 10.1007/978-3-031-57808-3_32