1 Ocak 2024 Konferans bildirisi Açık Erişim

Siniarski, Bartlomiej; Sandeepa, Chamara; Wang, Shen; Liyanage, Madhusanka; Ayyildiz, Cem; Yildirim, Veli Can; Alakoca, Hakan; Kesik, Fatma Gunes; Paltun, Betul Guvenc; Perin, Giovanni; Rossi, Michele; Tomasin, Stefano; Chorti, Arsenia; Giardina, Pietro G.; Garcia Perez, Alberto; Jorquera Valero, Jose Maria; Svensson, Tommy; Pappas, Nikolaos; Kountouris, Marios

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{
  "DOI": "10.1109/ICUFN61752.2024.10624832", 
  "abstract": "<p>In the progressive development towards 6G, the ROBUST-6G initiative aims to provide fundamental contributions to developing data-driven, AI/ML-based security solutions to meet the new concerns posed by the dynamic nature of forthcoming 6G services and networks in the future cyber-physical continuum. This aim has to be accompanied by the transversal objective of protecting AI/ML systems from security attacks and ensuring the privacy of individuals whose data are used in AI-empowered systems. ROBUST-6G will essentially investigate the security and robustness of distributed intelligence, enhancing privacy and providing transparency by leveraging explainable AI/ML (XAI). Another objective of ROBUST-6G is to promote green and sustainable AI/ML methodologies to achieve energy efficiency in 6G network design. The vision of ROBUST-6G is to optimize the computation requirements and minimize the consumed energy while providing the necessary performance for AI/ML-driven security functionalities; this will enable sustainable solutions across society while suppressing any adverse effects. This paper aims to initiate the discussion and to highlight the key goals and milestones of ROBUST-6G, which are important for investigation towards a trustworthy and secure vision for future 6G networks.</p>", 
  "author": [
    {
      "family": "Siniarski", 
      "given": " Bartlomiej"
    }, 
    {
      "family": "Sandeepa", 
      "given": " Chamara"
    }, 
    {
      "family": "Wang", 
      "given": " Shen"
    }, 
    {
      "family": "Liyanage", 
      "given": " Madhusanka"
    }, 
    {
      "family": "Ayyildiz", 
      "given": " Cem"
    }, 
    {
      "family": "Yildirim", 
      "given": " Veli Can"
    }, 
    {
      "family": "Alakoca", 
      "given": " Hakan"
    }, 
    {
      "family": "Kesik", 
      "given": " Fatma Gunes"
    }, 
    {
      "family": "Paltun", 
      "given": " Betul Guvenc"
    }, 
    {
      "family": "Perin", 
      "given": " Giovanni"
    }, 
    {
      "family": "Rossi", 
      "given": " Michele"
    }, 
    {
      "family": "Tomasin", 
      "given": " Stefano"
    }, 
    {
      "family": "Chorti", 
      "given": " Arsenia"
    }, 
    {
      "family": "Giardina", 
      "given": " Pietro G."
    }, 
    {
      "family": "Garcia Perez", 
      "given": " Alberto"
    }, 
    {
      "family": "Jorquera Valero", 
      "given": " Jose Maria"
    }, 
    {
      "family": "Svensson", 
      "given": " Tommy"
    }, 
    {
      "family": "Pappas", 
      "given": " Nikolaos"
    }, 
    {
      "family": "Kountouris", 
      "given": " Marios"
    }
  ], 
  "id": "283761", 
  "issued": {
    "date-parts": [
      [
        2024, 
        1, 
        1
      ]
    ]
  }, 
  "title": "ROBUST-6G: Smart, Automated, and Reliable Security Service Platform for 6G", 
  "type": "paper-conference"
}