Litcius/Paper detail

JPEG-compatible Joint Image Compression and Encryption Algorithm with File Size Preservation

Yuxiang Peng, Chong Fu, Guixing Cao, Wei Song, Junxin Chen, Chiu‐Wing Sham

2023ACM Transactions on Multimedia Computing Communications and Applications25 citationsDOIOpen Access PDF

Abstract

Joint image compression and encryption algorithms are intensively investigated due to their powerful capability of simultaneous image data compression and sensitive information protection. Unfortunately, most of the existing algorithms suffered from either poor compression efficiency or weak encryption strength, making them vulnerable to cryptanalysis. To address these limitations, we propose a chaos-based JPEG-compatible joint image compression and encryption algorithm. We separate the luminance and chrominance coefficients to preserve file size and encrypt the discrete cosine transform (DCT) coefficients in parallel. The proposed inter-block DC encryption strategy achieves high encryption intensity based on the permutation-substitution structure. In addition, we apply both inter- and intra-block permutations to AC coefficients and strengthen the encryption using an inter-block substitution for non-zero AC coefficients. The results of security and performance analyses demonstrate that the proposed algorithm offers robust encryption of image data while maintaining compression efficiency for real-time transmission.

Topics & Concepts

JPEGEncryptionComputer scienceFile sizeJoint (building)JPEG 2000Lossless JPEGImage compressionImage file formatsComputer visionAlgorithmCompression (physics)Data compressionImage (mathematics)Computer graphics (images)Image processingComputer securityMaterials scienceOperating systemEngineeringStructural engineeringComposite materialChaos-based Image/Signal EncryptionAdvanced Steganography and Watermarking TechniquesAdvanced Data Compression Techniques