978-1-4244-9983-0/11/$26.00 ©2012 IEEE 1
Multiple Watermarking On Digital Medical Images
for Tamper Detection and Integrity Control
M.T. Kurniawan
Graduate School and Faculty of Industrial
Engineering, Telkom Institute of
Technology, Bandung, Indonesia
E-mail: ujangtegoeh@gmail.com
Adiwijaya
Faculty of Science,
Telkom Institute of Technology
Bandung, Indonesia
E-mail: adiwijaya@ittelkom.ac.id
Wiseto Agung
R&D Center, PT. Telekomunikasi
Indonesia
Bandung, Indonesia
E-mail: wiseto.agung@gmail.com
Abstract—In the current digital era, patient data in the
form of digital medical images in several hospitals are
widely used. There are two important thin to use of
digital medical images namely the ownership authority
(integrity control) and the authenticity of the image
(authentication), because digital medical images are very
easily manipulated. To maintain the authority of
ownership, it needs robust watermarking techniques in
which the embedded data is not easily damaged if the
image has been manipulated. Meanwhile, to detect the
authenticity of the image, it needs fragile watermarking
technique in which the embedded data is easily damaged
if the image has been manipulated. In this paper, we
implement Reed-Solomon code for robust watermark in
wavelet domain and SHA-256 for fragile watermark in
Hash Block Chaining. The proposed multiple
watermarks can be implemented simultaneously on an
image so that the integrity control and authenticity of
the image detection can be applied at once.
Keywords-component; Multiple watermarking, medical
images, robust watermarking, fragile watermarking
I. INTRODUCTION
Nowadays, patient’s data in the hospital can be stored
in electronic media. The data in digital medical images form
such as X-ray image, mammogram form and others can be
very easily manipulated by the rapid development of
information technology today. Medical images in digital
form must be stored well to preserve stringent image quality
standards and prevent unauthorized disclosure of patient
data [4].
There are two important things must be concerned in
digital medical images such as the authority of ownership
(Integrity control) and the authenticity of the image
(Authentication). As consequences to ward these cases it is
necessary to apply watermarking techniques. The principle
of watermarking is embedding digital data (either text or
image) into the original digital medical image to meet the
needs of integrity control (to maintain the authority of
ownership) and Authentication (to detect the authenticity of
the image).
. Multiple watermarks has two parts: signature
watermark in the form of robust watermark and reference
watermark in the form of fragile watermark [4]. Signature
watermark is used to maintain the authority of ownership
because it has robust characteristic that is not prone to
damage if the embedded image is manipulated so the data
remains safe. The reference watermark is used to detect the
authenticity of the image. This reference watermark is
highly vulnerable to the manipulation of imagery, however
due to its fragility that will easily detect the manipulation of
the image so that the authenticity of the image can be
maintained [1].
Methods used to embed a watermark in digital medical
images are very diverse. The first is a watermark on the
image method which does not allow embedding in the
image areas that are considered important (Region of
Interest). Although this method produces good image
quality in the ROI area, but the main problem is that it is
easy to do copy attack in the area (areas that are not
embedded watermark).
II. MULTIPLE WATERMARKING
Multiple watermak has two watermark namely robust
watermark for integrity control and fragile watermark for
tamper detection. There are several research in mutliple
watermarking. Woo, et al. [4] proposed method multiple
watermarking on digital medical image which is suitable for
privacy control and tamper detection in medical images. To
provide data security and patient privacy, patient information
embedded into an annotation watermark. This annotation
watermark is embedded into RONI (region of non interest)
image using a robust embedding method. Then, it is
embedded using a linear additive method into the three high
pass bands of discrete wavelet transform (DWT) of original
image border or RONI. And to provide integrity of the
medical image can be authenticated using a fragile
watermark. This fragile watermark is embedded into the ROI
(region of interest) image using the least significant bit
(LSB) method.
Kallel, et al. [1] proposed to use the following scheme in
order to preserve the image history in the digital medical
field. This method divided into two parts. The first one is to
embed the patient’s diagnoses in the digital medical images