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There is nothing special about advantage versus probability of success, and they should be used where it makes sense and improves readability. When considering distinguishing games (like for encryption, PRG, and the like) advantage has the benefit of simplifying notation. Also, it "behaves nicely" in the sense of being able to add advantages and ...

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