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Іноземна мова за професійним спрямуванням
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Why does the lack of interpretability of deep learning models raise concerns?
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The phrase "generalise across previously unseen variants" most nearly means:
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What conditions are essential for the successful deployment of deep learning in security systems?
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What is the role of neural networks with multiple layers in deep learning?
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According to the text, malware detection is one of the key application areas of deep learning in computer security.
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Why is deep learning particularly suitable for computer security tasks?
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What main limitation of traditional security mechanisms is mentioned in the text?
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Deep learning differs from traditional approaches because it relies on manually designed features.
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The text claims that deep learning systems completely eliminate the need for human security analysts.
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What does the term "manually designed rules and signatures" most closely mean in Ukrainian?
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