AI vulnerabilities: From medical diagnostics to autonomous vehicles, discover how changing a single pixel can compromise advanced deep learning models and explore the critical challenges to securing our AI-powered future.
Introduction
Deep learning (DL) is a fundamental component of Artificial Intelligence (AI). It aims to enable machines to perform tasks that require decision-making mechanisms that tend to approximate those of human reasoning. DL models are at the heart of many advanced applications, such as medical diagnostics and autonomous vehicle driving.
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