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Ethical Robustness

Adversarial Attack

Intentional manipulation of input data to deceive an AI model and cause classification errors or unexpected behaviors. These attacks exploit the mathematical vulnerabilities of neural networks by introducing perturbations imperceptible to humans but detectable by the algorithm.

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