Adversarial Attacks and Defense Mechanisms in Machine Learning
Introduction Machine learning’s rapid evolution has brought remarkable advancements, but it’s not impervious. One critical challenge is adversarial attacks – deliberate manipulations crafted to deceive machine learning models. These attacks exploit vulnerabilities, posing risks across various domains, demanding robust defense mechanisms. Understanding Adversarial Attacks What Are Adversarial Attacks?Adversarial attacks involve injecting subtle, often imperceptible,…
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