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  <titleInfo>
    <title>Automated predictive threat detection after Ligue des Droits Humains - Implications for ETIAS and CSAM (Part II)</title>
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    <namePart>Thönnes, Christian</namePart>
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    <namePart>Vavoula, Niovi</namePart>
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    <publisher>Verfassungsblog</publisher>
    <dateIssued>2023-05-12</dateIssued>
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  <abstract displayLabel="Summary">The Ligue des droits humains ruling regarding automated predictive threat detection has implications for the European Travel Information and Authorisation System (ETIAS) Regulation and the EU Commission’s proposal for a Regulation on combating online child sexual abuse material (CSAM). Both legal instruments entail the use of potentially self-learning algorithms, and are spiritual successors to the PNR Directive (the subject of Ligue des droits humains).</abstract>
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  <note type="statement of responsibility">Thönnes, Christian</note>
  <subject>
    <topic>border control</topic>
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    <topic>CSAM</topic>
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  <subject>
    <topic>data protection</topic>
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  <subject>
    <topic>ETIAS</topic>
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  <subject>
    <topic>gdpr</topic>
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  <subject>
    <topic>general data protection regulation</topic>
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  <subject>
    <topic>Machine Learning</topic>
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  <subject>
    <topic>passenger name record</topic>
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  <subject>
    <topic>PNR</topic>
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  <subject>
    <topic>privacy</topic>
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  <subject>
    <topic>security</topic>
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  <identifier type="doi">10.17176/20230512-181843-0</identifier>
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