Cybersecurity

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Cybersecurity is the protection of digital data, software and hardware from risks including attacks or other problems related to their integrity and/or data confidentiality. Cybersecurity may utilize many different types of tools and protocols including encryption, firewalls and other infrastructure to manage access to data and computer systems. Training protocols, guidelines, regulations, legal policies and ultimately human behaviors are also important tools for safeguarding data.

DICOM file formats have proven intrinsic vulnerabilities ¹. Due to the increasing use of mobile devices ²and teleradiology, radiology has incorporated increasing cybersecurity risks. As different AI models are incorporated into radiology research and practice, many issues including distributed systems and models also present potential problems. Notably GANs have been shown to make images that radiologists could not detect as synthetic ³. Clinical photographs also present cybersecurity issues for radiologists ⁴.

In spite of increasing awareness ^5,~~regulations~~,regulationsand academic literature on digital security in radiology, many medical images are (as of 2019) exposed, i.e. accessible including patient identifying, data due to lack of very basic cybersecurity protections e.g. not connecting PACS directly to the internet.

-Cybersecurity is the protection of digital data, software and hardware from risks including attacks or other problems related to their integrity and/or data confidentiality. Cybersecurity may utilize many different types of tools and protocols including encryption, firewalls and other infrastructure to manage access to data and computer systems. Training protocols, guidelines, regulations, legal policies and ultimately human behaviors are also important tools for safeguarding data.<a href="/articles/digital-imaging-and-communications-in-medicine-dicom">DICOM</a> file formats have proven intrinsic vulnerabilities 1. Due to the increasing use of mobile devices 2and teleradiology, radiology has incorporated increasing cybersecurity risks. As different<a href="/articles/artificial-intelligence"> AI</a> models are incorporated into radiology research and practice, many issues including distributed systems and models also present potential problems. Notably GANs have been shown to make images that radiologists could not detect as synthetic 3. Clinical photographs also present cybersecurity issues for radiologists 4.In spite of increasing awareness 5, regulations and academic literature on digital security in radiology, many medical images are (as of 2019) exposed, i.e. accessible including patient identifying, data due to lack of very basic cybersecurity protections e.g. not connecting <a title="PACS" href="/articles/picture-archiving-and-communication-system">PACS</a> directly to the internet.
+Cybersecurity is the protection of digital data, software and hardware from risks including attacks or other problems related to their integrity and/or data confidentiality. Cybersecurity may utilize many different types of tools and protocols including encryption, firewalls and other infrastructure to manage access to data and computer systems. Training protocols, guidelines, regulations, legal policies and ultimately human behaviors are also important tools for safeguarding data.<a href="/articles/digital-imaging-and-communications-in-medicine-dicom">DICOM</a> file formats have proven intrinsic vulnerabilities 1. Due to the increasing use of mobile devices 2and teleradiology, radiology has incorporated increasing cybersecurity risks. As different<a href="/articles/artificial-intelligence"> AI</a> models are incorporated into radiology research and practice, many issues including distributed systems and models also present potential problems. Notably GANs have been shown to make images that radiologists could not detect as synthetic 3. Clinical photographs also present cybersecurity issues for radiologists 4.In spite of increasing awareness 5 ,regulations and academic literature on digital security in radiology, many medical images are (as of 2019) exposed, i.e. accessible including patient identifying, data due to lack of very basic cybersecurity protections e.g. not connecting <a href="/articles/picture-archiving-and-communication-system">PACS</a> directly to the internet.

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