Instruction: Explain what adversarial machine learning is and its potential applications.
Context: This question assesses the candidate's knowledge of a cutting-edge area in machine learning that focuses on the security and robustness of models.
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The way I'd explain it in an interview is this: Adversarial machine learning studies how models can be manipulated or broken by inputs, training data, or interaction patterns that are intentionally crafted to exploit weaknesses. That includes adversarial examples, poisoning attacks, evasion attacks, and prompt or tool manipulation in modern...
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