A Cryptograph Domain Image Retrieval Method Based on Paillier Homomorphic Block Encryption

• 作者: Shijun Xiang Vasily Sachnev Wenjia Xu
• 来源期刊: 计算机、材料和连续体(英文)
• 学科: 工学
• 关键词: Paillier CRYPTOSYSTEM homomorphic ENCRYPTION image RETRIEVAL feature extraction DIFFERENCE HISTOGRAM
• 年，卷（期）: 2018,（5）
• 页码范围: 285-295
• 页数: 11页
• 分类号: TP3

摘要

With the rapid development of information network,the computing resources and storage capacity of ordinary users cannot meet their needs of data processing.The emergence of cloud computing solves this problem but brings data security problems.How to manage and retrieve ciphertext data effectively becomes a challenging problem.To these problems,a new image retrieval method in ciphertext domain by block image encrypting based on Paillier homomophic cryptosystem is proposed in this paper.This can be described as follows:According to the Paillier encryption technology,the image owner encrypts the original image in blocks,obtains the image in ciphertext domain,then passes it to the third party server.The server calculates the difference histogram of the image in ciphertext domain according to the public key and establishes the index database.The user passes the retrieved image to the server.The server computes the differential histogram of the retrieved image by public key.Then,compares the similarity of it with the histogram in index database and selects larger similarity images in ciphertext and send them to the user.The user obtains the target image with the private key.The experimental results show that the method is feasible and simple.