Cybersecurity considerations for AI-based systems in border management

Laura Salmela (Corresponding Author), Nikolaos Papakonstantinou, Kirsi Aaltola, Harri Siirtola, Mirko Sailio

Research output: Contribution to journalArticleProfessional


The significance of Artificial Intelligence (AI) based technologies for improving the capabilities of border management authorities together with other disruptive technologies, such as cloud and edge computing, is hard to downplay. Indeed, technical realizations utilizing AI with all its interlinked variations and subdisciples broaden the suite of border authorities’ assets to monitor border areas with enhanced detection, classification and tracking capabilities, to maintain up-to-date and comprehensive situational picture or domain awareness, and to make timely and evidence-based decisions on follow-up procedures and the selection of suitable operative support.
Original languageEnglish
Pages (from-to)42-46
JournalBorder Security Report
Publication statusPublished - Dec 2021
MoE publication typeD1 Article in a trade journal


  • border security
  • ai security
  • cyber security


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