Risks and Opportunities for Information Hiding in DICOM Standard

A. Mileva, L. Caviglione, Aleksandar Velinov, S. Wendzel, V. Dimitrova
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引用次数: 2

Abstract

The increasing application of ICT technologies to medicine opens new usage patterns. Among the various standards, the Digital Imaging and COmmunication in Medicine (DICOM) has been gaining momentum, mainly due to its complete coverage of the diagnostic pipeline, including key applications such as CT, MRI and ultrasound scanners. However, owing to its complex and multifaceted nature, DICOM is prone to many risks especially due to the vast and complex attack surface characterizing the composite interplay of services, formats and technologies at the basis of the standard. Luckily, DICOM exhibits some room for improving its security. Specifically, information hiding and steganography can be used in a twofold manner. On one hand, they can help to watermark diagnostic images to improve their resistance against tampering and alterations. On the other hand, the digital infrastructure at the basis of DICOM can lead to data leaks or malicious manipulations via artificial intelligence techniques. Therefore, in this work we introduce risks and opportunities when applying information-hiding-based techniques to the DICOM standard. Our investigation highlights some opportunities as well as introduces possibilities of exploiting DICOM images to set up covert channels, i.e., hidden communication paths that can be used to exfiltrate data or launch attacks. To prove the effectiveness of our vision, this paper also showcases the performance evaluation of a covert channel built by applying text steganography principles on realistic DICOM images.
DICOM标准中信息隐藏的风险与机遇
信息通信技术在医学上的日益广泛应用开辟了新的使用模式。在各种标准中,医学数字成像和通信(DICOM)一直在获得动力,主要是因为它完全覆盖了诊断管道,包括CT, MRI和超声扫描仪等关键应用。然而,由于其复杂性和多面性,DICOM容易产生许多风险,特别是由于基于标准的服务、格式和技术的复合相互作用的巨大而复杂的攻击面。幸运的是,DICOM显示出一些改进其安全性的空间。具体地说,信息隐藏和隐写可以以双重方式使用。一方面,它们可以帮助水印诊断图像提高其抗篡改和更改的能力。另一方面,以DICOM为基础的数字基础设施可能导致数据泄露或通过人工智能技术进行恶意操纵。因此,在这项工作中,我们在将基于信息隐藏的技术应用于DICOM标准时引入了风险和机会。我们的调查强调了一些机会,并介绍了利用DICOM图像建立隐蔽通道的可能性,即可用于泄露数据或发动攻击的隐藏通信路径。为了证明我们的愿景的有效性,本文还展示了在真实的DICOM图像上应用文本隐写原理构建的隐蔽通道的性能评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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