As Large Language Models and Foundation Models continue to evolve and integrate into various aspects of our society, understanding their capabilities, limitations, and potential vulnerabilities becomes of the utmost importance. In this paper, we aim at exploring the security and privacy landscape surrounding those models in a systematic way.

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Invited Paper: Security and Privacy in Large Language and Foundation Models: A Survey on GenAI Attacks

  • Giuseppe Francesco Italiano,
  • Alessio Martino,
  • Giorgio Piccardo

摘要

As Large Language Models and Foundation Models continue to evolve and integrate into various aspects of our society, understanding their capabilities, limitations, and potential vulnerabilities becomes of the utmost importance. In this paper, we aim at exploring the security and privacy landscape surrounding those models in a systematic way.