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Hierarchical High Capacity Data Hiding in JPEG Crypto-compressed Images
- Source :
- 28th European Signal Processing Conference (EUSIPCO 2020), 28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam (virtual), Netherlands. pp.725-729, ⟨10.23919/Eusipco47968.2020.9287376⟩, EUSIPCO, EUSIPCO 2020-28th European Signal Processing Conference, EUSIPCO 2020-28th European Signal Processing Conference, Jan 2021, Amsterdam (virtual), Netherlands. pp.725-729, ⟨10.23919/Eusipco47968.2020.9287376⟩
- Publication Year :
- 2021
- Publisher :
- HAL CCSD, 2021.
-
Abstract
- International audience; With the fast development of cloud computing, exchanging JPEG compressed images in a secure way has significantly increased. Data hiding in encrypted images (DHEI) is an effective way to embed additional data directly into the encrypted domain. In recent state-of-the-art methods, almost all DHEI processes focused on uncompressed images. Recently, some schemes using data hiding (DH) in JPEG crypto-compressed images have been designed, but most of them are not fully JPEG format compliant. In this paper, we propose a hierarchical high capacity data hiding (HHCDH) approach for JPEG cryptocompressed images. After encrypting every non-null coefficients, they are processed from low to high frequencies. Sign bits that are specific to them are then substituted by bits of a secret message. During the decoding phase, correlations between neighboring blocks are exploited to hierarchically recover the original sign bit values. According to our experiments, we achieve to obtain a high payload value, while preserving a very good quality of the reconstructed JPEG image. Index Terms-Signal processing in the encrypted domain, data hiding, crypto-compression, JPEG compression.
- Subjects :
- Computer science
business.industry
Payload (computing)
Sign bit
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
020206 networking & telecommunications
02 engineering and technology
computer.file_format
Data_CODINGANDINFORMATIONTHEORY
Encryption
JPEG
Uncompressed video
[INFO.INFO-CR]Computer Science [cs]/Cryptography and Security [cs.CR]
[INFO.INFO-TS]Computer Science [cs]/Signal and Image Processing
Information hiding
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Computer vision
[INFO]Computer Science [cs]
Artificial intelligence
business
computer
Decoding methods
Transform coding
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- 28th European Signal Processing Conference (EUSIPCO 2020), 28th European Signal Processing Conference (EUSIPCO 2020), Jan 2021, Amsterdam (virtual), Netherlands. pp.725-729, ⟨10.23919/Eusipco47968.2020.9287376⟩, EUSIPCO, EUSIPCO 2020-28th European Signal Processing Conference, EUSIPCO 2020-28th European Signal Processing Conference, Jan 2021, Amsterdam (virtual), Netherlands. pp.725-729, ⟨10.23919/Eusipco47968.2020.9287376⟩
- Accession number :
- edsair.doi.dedup.....df0fba90381fff2d0d408aa8ee90e2b0
- Full Text :
- https://doi.org/10.23919/Eusipco47968.2020.9287376⟩