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Pseudorandomness and Cryptographic Applications by Michael Luby (Paperback, 1996)

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The book stresses rigorous definitions and proofs. On the other hand, there do seem to be a variety of natural examples of another basic primitive: the one-way function. A function is one-way if it is easy to compute but hard for any efficient adversary to invert on average.