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Alice and Bob secretly agree on a hash function from a - independent fam - ily of hash functions. Each maps from a universe of

Alice and Bob secretly agree on a hash function from a -independent fam- ily of hash functions. Each maps from a universe of keys to , where is prime. Later, Alice sends a message to Bob over the internet, where . She authenticates this message to Bob by also sending an au- thentication tag , and Bob checks that the pair he receives indeed satises . Suppose that an adversary intercepts en route and tries to fool Bob by replacing the pair with a different pair . Argue that the probability that the adversary succeeds in fooling Bob into ac- cepting is at most , no matter how much computing power the ad- versary has, even if the adversary knows the family of hash functions used.

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