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Adversary

/ˈæd.vər.sər.i/noun
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An adversary is an individual, group, or force that stands in opposition, often creating conflict or competition in pursuits like business, law, or warfare. This term adds nuance in modern contexts, such as cybersecurity where it refers to potential hackers, highlighting the strategic thinking required to anticipate and counter threats.

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In the field of artificial intelligence, a 2014 study by Ian Goodfellow and colleagues demonstrated that adding imperceptible noise to an image can trick a neural network into misclassifying it, a phenomenon known as an adversarial example that reveals the fragility of AI systems and has sparked ongoing research into more robust defenses.

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