On the Protection of fMRI Images in Multi-domain Environments

Functional Magnetic Resonance Imaging provides researchers with an effective and non-invasive tool to understand cerebral functions and correlate them with brain activities. With the ever increasing diffusion of the Internet such images may be exchanged in several ways, thus allowing new research and medical services. On the other hand, ensuring the security of exchanged fMRI data becomes a main concern, due to the special characteristics arising from strict ethics, legislative and diagnostic implications. So it is very important to prevent unauthorized manipulation and misappropriation of such images. The risks are increased when dealing with open environments like the Internet. For this reason, security mechanisms which ensure protection of such data are required. In this paper we introduce a watermarking scheme explicitly designed for this kind of images. In particular, such a scheme belongs to the category of fragile reversible watermarking. The validity of this scheme has been demonstrated through testing. Finally, by using the proposed scheme, we show how to create a distributed security solution that models a multi-domain environment, for ensuring authenticity and integrity of such images.

[1]  Oluwasanmi Koyejo,et al.  Toward open sharing of task-based fMRI data: the OpenfMRI project , 2013, Front. Neuroinform..

[2]  Alfredo De Santis,et al.  Cloud-based adaptive compression and secure management services for 3D healthcare data , 2015, Future Gener. Comput. Syst..

[3]  L. Shah,et al.  Functional magnetic resonance imaging. , 2010, Seminars in roentgenology.

[4]  Bruno Carpentieri,et al.  A Secure Low Complexity Approach for Compression and Transmission of 3-D Medical Images , 2013, 2013 Eighth International Conference on Broadband and Wireless Computing, Communication and Applications.

[5]  Guido Bertoni,et al.  The Making of KECCAK , 2014, Cryptologia.

[6]  Bruno Carpentieri,et al.  The AVQ Algorithm: Watermarking and Compression Performances , 2011, 2011 Third International Conference on Intelligent Networking and Collaborative Systems.

[7]  Christian Roux,et al.  Reversible Watermarking for Knowledge Digest Embedding and Reliability Control in Medical Images , 2009, IEEE Transactions on Information Technology in Biomedicine.

[8]  Yul-Wan Sung,et al.  Functional magnetic resonance imaging , 2004, Scholarpedia.

[9]  Mihir Bellare,et al.  Foundations of Group Signatures: Formal Definitions, Simplified Requirements, and a Construction Based on General Assumptions , 2003, EUROCRYPT.

[10]  Bruno Carpentieri,et al.  Copyright Protection for Images on Mobile Devices , 2012, 2012 Sixth International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing.

[11]  Roberto Caldelli,et al.  Reversible Watermarking Techniques: An Overview and a Classification , 2010, EURASIP J. Inf. Secur..

[12]  C. Roux,et al.  A Low Distorsion and Reversible Watermark: Application to Angiographic Images of the Retina , 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.

[13]  S. Rossitti Introduction to Functional Magnetic Resonance Imaging, Principles and Techniques , 2002 .