Protecting Sensitive Data in the Information Age: State of the Art and Future Prospects

The present information age is characterized by an ever-increasing digitalization. Smart devices quantify our entire lives. These collected data provide the foundation for data-driven services called smart services. They are able to adapt to a given context and thus tailor their functionalities to t...

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Published inFuture internet Vol. 14; no. 11; p. 302
Main Authors Stach, Christoph, Gritti, Clémentine, Bräcker, Julia, Behringer, Michael, Mitschang, Bernhard
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.11.2022
Subjects
Data collection
Data integrity
Data processing
Digitization
Electronic devices
health services
image analysis
Internet of Things
Knowledge management
Location based services
Privacy
privacy techniques
smart service
Smartphones
voice-controlled digital assistants
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Abstract The present information age is characterized by an ever-increasing digitalization. Smart devices quantify our entire lives. These collected data provide the foundation for data-driven services called smart services. They are able to adapt to a given context and thus tailor their functionalities to the user’s needs. It is therefore not surprising that their main resource, namely data, is nowadays a valuable commodity that can also be traded. However, this trend does not only have positive sides, as the gathered data reveal a lot of information about various data subjects. To prevent uncontrolled insights into private or confidential matters, data protection laws restrict the processing of sensitive data. One key factor in this regard is user-friendly privacy mechanisms. In this paper, we therefore assess current state-of-the-art privacy mechanisms. To this end, we initially identify forms of data processing applied by smart services. We then discuss privacy mechanisms suited for these use cases. Our findings reveal that current state-of-the-art privacy mechanisms provide good protection in principle, but there is no compelling one-size-fits-all privacy approach. This leads to further questions regarding the practicality of these mechanisms, which we present in the form of seven thought-provoking propositions.
AbstractList The present information age is characterized by an ever-increasing digitalization. Smart devices quantify our entire lives. These collected data provide the foundation for data-driven services called smart services. They are able to adapt to a given context and thus tailor their functionalities to the user’s needs. It is therefore not surprising that their main resource, namely data, is nowadays a valuable commodity that can also be traded. However, this trend does not only have positive sides, as the gathered data reveal a lot of information about various data subjects. To prevent uncontrolled insights into private or confidential matters, data protection laws restrict the processing of sensitive data. One key factor in this regard is user-friendly privacy mechanisms. In this paper, we therefore assess current state-of-the-art privacy mechanisms. To this end, we initially identify forms of data processing applied by smart services. We then discuss privacy mechanisms suited for these use cases. Our findings reveal that current state-of-the-art privacy mechanisms provide good protection in principle, but there is no compelling one-size-fits-all privacy approach. This leads to further questions regarding the practicality of these mechanisms, which we present in the form of seven thought-provoking propositions.
Author Bräcker, Julia
Stach, Christoph
Gritti, Clémentine
Mitschang, Bernhard
Behringer, Michael
Author_xml – sequence: 1
  givenname: Christoph
  orcidid: 0000-0003-3795-7909
  surname: Stach
  fullname: Stach, Christoph
– sequence: 2
  givenname: Clémentine
  orcidid: 0000-0002-0835-8678
  surname: Gritti
  fullname: Gritti, Clémentine
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  givenname: Julia
  orcidid: 0000-0002-4676-6410
  surname: Bräcker
  fullname: Bräcker, Julia
– sequence: 4
  givenname: Michael
  orcidid: 0000-0002-0410-5307
  surname: Behringer
  fullname: Behringer, Michael
– sequence: 5
  givenname: Bernhard
  orcidid: 0000-0003-0809-9159
  surname: Mitschang
  fullname: Mitschang, Bernhard
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Snippet The present information age is characterized by an ever-increasing digitalization. Smart devices quantify our entire lives. These collected data provide the...
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SubjectTerms Data collection
Data integrity
Data processing
Digitization
Electronic devices
health services
image analysis
Internet of Things
Knowledge management
Location based services
Privacy
privacy techniques
smart service
Smartphones
voice-controlled digital assistants
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Title Protecting Sensitive Data in the Information Age: State of the Art and Future Prospects
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