JPEG格式
加密
计算机科学
文件大小
无损JPEG
离散余弦变换
密码学
直方图
图像文件格式
块大小
量化(信号处理)
算法
人工智能
图像处理
计算机视觉
图像(数学)
图像压缩
钥匙(锁)
计算机安全
计算机网络
操作系统
作者
Chuan Qin,Jinchuan Hu,Fengyong Li,Zhenxing Qian,Xinpeng Zhang
标识
DOI:10.1109/tmm.2022.3148591
摘要
JPEG image encryption aims at effectively converting the original JPEG image into a noise-like image that does not contain any useful information of original image. Existing schemes for JPEG image encryption, however, may not attain a good balance in terms of file size increment and encryption security. To address the problem, we design a novel JPEG image encryption scheme. Different from existing schemes, we first predict DC coefficients by an adaptive prediction method. Subsequently, the histogram of DC coefficient prediction errors is encrypted by combining the prediction errors and random integers to reduce the encoded length, which can ensure a very small increment of file size. Furthermore, we construct the RS (run/size) pairs in each DCT block and then implement the permutation for both RS pairs extracted from the upper left corner of each DCT block and all DCT blocks excluding DC coefficients, which can further distort the image contents. Extensive experiments demonstrate that, compared with existing JPEG image encryption schemes, our scheme can ensure not only the JPEG format compatibility for encrypted image, but also keep a very small file size increment and the superior security performance.
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