HAL will be down for maintenance from Friday, June 10 at 4pm through Monday, June 13 at 9am. More information
Skip to Main content Skip to Navigation
Conference papers

Radon Transform-Based Secure Image Hashing

Abstract : This paper presents a robust and secure image hash algorithm. The algorithm extracts robust image features in the Radon transform domain. A randomization mechanism is designed to achieve good discrimination and security. The hash value is dependent on a secret key. We evaluate the performance of the proposed algorithm and compare the results with those of one existing Radon transform-based algorithm. We show that the proposed algorithm has good robustness against content-preserving distortion. It withstands JPEG compression, filtering, noise addition as well as moderate geometrical distortions. Additionally, we achieve improved performance in terms of discrimination, sensitivity to malicious tampering and receiver operating characteristics. We also analyze the security of the proposed algorithm using differential entropy and confusion/diffusion capabilities. Simulation shows that the proposed algorithm well satisfies these metrics.
Complete list of metadata

Cited literature [7 references]  Display  Hide  Download

https://hal.inria.fr/hal-01596211
Contributor : Hal Ifip Connect in order to contact the contributor
Submitted on : Wednesday, September 27, 2017 - 1:50:40 PM
Last modification on : Thursday, February 21, 2019 - 10:31:47 AM
Long-term archiving on: : Thursday, December 28, 2017 - 2:05:49 PM

File

978-3-642-24712-5_17_Chapter.p...
Files produced by the author(s)

Licence


Distributed under a Creative Commons Attribution 4.0 International License

Identifiers

Citation

Dung Nguyen, Li Weng, Bart Preneel. Radon Transform-Based Secure Image Hashing. 12th Communications and Multimedia Security (CMS), Oct 2011, Ghent, Belgium. pp.186-193, ⟨10.1007/978-3-642-24712-5_17⟩. ⟨hal-01596211⟩

Share

Metrics

Record views

35

Files downloads

56