The number one rule of dogmatic condescension is, never roll your own crypto.
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ML doesn't have the asymmetrical, adversarial component that crypto does. Even expertly-written crypto spends years under fire.
ML has the exact same asymmetrical, adversarial component... e.g. ML for credit card/click fraud detection, spam filtering, etc.
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I should mention that these problems are also generally harder to solve than crypto, which at least has well documented solutions
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