A Transform Based Effective Robust Watermarking Method for Medical Data Security

Year 2020, Volume: 3 Issue: 2, 1 - 11, 07.12.2020

Abdallah Soualmi , Adel Alti , Lamri Laouamer

Abstract

The evolution of new information technologies has led to the emergence of a wide range of e-health applications. These applications continuously evolve and transfer a significant amount of sensitive data over the Internet. Such applications carry some security risks such as alteration and unauthorized access. A robust and secure watermarking technique is needed to protect medical data from unauthorized access. This paper aims to propose a new robust watermarking approach for protecting sensitive medical data, using DFT transform and QR decomposition. The main idea consists of embedding the watermark DFT coefficients into cover image DFT coefficients of the QR coefficients using a scalling factor to strengthen the robustness and imperceptibility. Simulations results prove that the proposed technique could find a better trade-off between robustness and imperceptibility.

Keywords

Digital watermarking, Robust, Discrete Fourier Transform (DFT), QR decomposition, sensitive data protection

References

• Su,Q., Wang, G., Zhang, X. F., Lv, G., Chen, B.: An improved color image watermarking algorithm based on QR decomposition. Multimedia Tools and Applications (76) , 707–729 (2017)
• Rahmani, H., Mortezaei, R., Moghaddam, M.E.: A New Robust Watermarking Scheme to Increase Image Security. EURASIP Journal on Advances in Signal Processing (1), 428183 (2010)
• Das, C., Panigrahi,.S, Sharma, V., Mahapatra, K.: A novel blind robust image watermarking in DCT domain using inter-block coefficient correlation. AEU - International Journal of Electronics and Communications 68 (3), 244-253 (2014)
• Han, B., Li, J., Zong, L.: A New Robust Zero-watermarking Algorithm for Medical Volume Data. International Journal of Signal Processing, Image Processing and Pattern Recognition 6(6), 245-258 (2013)
• Kabra, R. G., Agrawal, S. S.: Robust Embedding of Image Watermark using LWT and SVD. In: proceeding of the International Conference on Communication and Signal Processing, pp. 1968-1972. IEEE, India (2016)
• Singh, A., Dave, M., Mohan, A.: Hybrid technique for robust and imperceptible multiple watermarking using medical images. Multimedia Tools and Applications, 75 (14), 8381-8401 (2015)
• Liu, X.L., Lin, C. C., Yuan, S.M.: Blind dual watermarking for color images’ authentication and copyright protection . IEEE Transactions on Circuits and Systems for Video Technology, 1-9 (2016)
• S,P., C. R, P. V. S. S.: A robust semi-blind watermarking for color images based on multiple decompositions. Multimedia Tools and Applications, pp. 1-17 (2017)
• Singh, N., Joshi, S., Birla, S.: Color Image Watermarking with Watermark Authentication against False Positive Detection using SVD .In: Proceeding of the International Conference on Sustainable Computing in Science, Technology and Management (SUSCOM), Amity University Rajasthan, Jaipur, India (2019)
• Agarwal, H., Raman, B., Venkat, I.: Blind reliable invisible watermarking method in wavelet domain for face image watermark. Multimedia Tools and Applications, 74 (17), 6897-6935 (2014)
• Ernawan, F., Kabir, M. N.: An Improved Watermarking Technique for Copyright Protection based on Tchebichef Moments. IEEE Access, 1-20 (2019)
• Panchal, U. H., Srivastava, R.: A Comprehensive Survey on Digital Image Watermarking Techniques. In proceeding of the Fifth International Conference on Communication Systems and Network Technologies (CSNT), pp. 591-595. IEEE, (2015)
• AL-Nabhani, Y., Jalab, H., Wahid, A., Noor, R.: Robust watermarking algorithm for digital images using discrete wavelet and probabilistic neural network. Journal of King Saud University - Computer and Information Sciences, 27 (4), 393-401 (2015)
• sample images \url{http://deanvaughan.org/wordpress/2013/07/dicom-sample-images/ }. Last accessed 03 Dec 2018
• sample images \url{http://dicom.nema.org}. Last accessed 15 Dec 2018
• Lagzian, S., Soryani, M., Fathi, M.: A New Robust Watermarking Scheme Based on RDWT-SVD. International Journal of Intelligent Information Processing, 2 (1), 22-29 (2011)
• Su, Q., Niu, Y., Wang, Q., Sheng, G.: A blind color image watermarking based on DC component in the spatial domain. Optik- International Journal for Light and Electron Optics, 124 (23), 6255-6260 (2013)
• Ortiz, A. M., Uribe, C. F., Beltran, R .H, Hernandez, J. J. G.: A survey on reversible watermarking for multimedia content: A robustness overview. IEEE Access, pp. 1–21 (2019)
• Agarwal, N., Singh, A. K., Singh, P. K.: Survey of robust and imperceptible watermarking. Multimedia Tools and Applications, 1–31 (2019)
• Kumar, S., Jha, R. K.: FD-based detector for medical image watermarking. IET Image Proces, 13 (10), 1773-1782 (2019)