Low distortion reversible database watermarking based on hybrid intelligent algorithm

被引:0
作者
Cai, Chuanda [1 ]
Peng, Changgen [1 ,2 ]
Niu, Jin [1 ]
Tan, Weijie [1 ,2 ,3 ]
Tang, Hanlin [4 ]
机构
[1] Guizhou Univ, State Key Lab Publ Big Data, Guiyang 550025, Peoples R China
[2] Guizhou Univ, Coll Comp Sci & Technol, Guiyang 550025, Peoples R China
[3] Guizhou Univ, Key Lab Adv Mfg Technol, Minist Educ, Guiyang 550025, Peoples R China
[4] Guizhou ShuJuBao Network Technol Co Ltd, Guiyang 550025, Peoples R China
基金
中国国家自然科学基金;
关键词
reversible watermarking; data recovery; firefly algorithm; simulated annealing algorithm; robustness; DIFFERENCE EXPANSION; ROBUST;
D O I
10.3934/mbe.2023943
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In many fields, such as medicine and the computer industry, databases are vital in the process of information sharing. However, databases face the risk of being stolen or misused, leading to security threats such as copyright disputes and privacy breaches. Reversible watermarking techniques ensure the ownership of shared relational databases, protect the rights of data owners and enable the recovery of original data. However, most of the methods modify the original data to a large extent and cannot achieve a good balance between protection against malicious attacks and data recovery. In this paper, we proposed a robust and reversible database watermarking technique using a hash function to group digital relational databases, setting the data distortion and watermarking capacity of the band weight function, adjusting the weight of the function to determine the watermarking capacity and the level of data distortion, using firefly algorithms (FA) and simulated annealing algorithms (SA) to improve the efficiency of the search for the location of the watermark embedded and, finally, using the differential expansion of the way to embed the watermark. The experimental results prove that the method maintains the data quality and has good robustness against malicious attacks.
引用
收藏
页码:21315 / 21336
页数:22
相关论文
共 33 条
[1]  
Agrawal R, 2003, VLDB J, V12, P157, DOI [10.1007/s00778-003-0097-x, 10.1007/s000778-003-0097-x]
[2]   Reversible watermark using the difference expansion of a generalized integer transform [J].
Alattar, AM .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2004, 13 (08) :1147-1156
[3]   A Novel Database Watermarking Technique Using Blockchain as Trusted Third Party [J].
Alghamdi, Ahmed S. ;
Naz, Surayya ;
Saeed, Ammar ;
Al Solami, Eesa ;
Kamran, Muhammad ;
Alkatheiri, Mohammed Saeed .
CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 70 (01) :1585-1601
[4]  
Alqassab Asmaa, 2021, Journal of Physics: Conference Series, V1818, DOI 10.1088/1742-6596/1818/1/012185
[5]   Distortion-Free Watermarking Approach for Relational Database Integrity Checking [J].
Camara, Lancine ;
Li, Junyi ;
Li, Renfa ;
Xie, Wenyong .
MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
[6]   A Blind Reversible Robust Watermarking Scheme for Relational Databases [J].
Chang, Chin-Chen ;
Thai-Son Nguyen ;
Lin, Chia-Chen .
SCIENTIFIC WORLD JOURNAL, 2013,
[7]  
COLORNI A, 1992, FROM ANIM ANIMAT, P134
[8]  
Drandaly K. E., 2020, Int. J. Adv. Sci. Tech., V29, P870
[9]   Semantic-driven watermarking of relational textual databases [J].
Gort, Maikel Lazaro Perez ;
Olliaro, Martina ;
Cortesi, Agostino ;
Uribe, Claudia Feregrino .
EXPERT SYSTEMS WITH APPLICATIONS, 2021, 167
[10]   Reversible and Blind Database Watermarking Using Difference Expansion [J].
Gupta, Gaurav ;
Pieprzyk, Josef .
INTERNATIONAL JOURNAL OF DIGITAL CRIME AND FORENSICS, 2009, 1 (02) :42-54