The Cybersecurity Crisis of Artificial Intelligence: Unrestrained Adoption and Natural Language-Based Attacks
11 Pages Posted: 21 Sep 2023 Last revised: 6 Nov 2023
Date Written: September 20, 2023
Abstract
The widespread integration of autoregressive-large language models (AR-LLMs), such as ChatGPT, across established applications, like search engines, has introduced critical vulnerabilities with uniquely scalable characteristics. In this article, we analyse these vulnerabilities, their dependence on natural language as a vector of attack, and their challenges to cybersecurity best practices. We offer recommendations designed to mitigate these challenges.
Keywords: Artificial Intelligence, Autoregressive-Large Language Models, Cybersecurity, Adversarial Examples, Natural Language
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