We consider single and multiple attacker scenarios in guessing and obtain bounds on various success parameters in terms of Renyi entropies. We also obtain a new derivation of the union bound. key words: guessing, Renyi entropy, Shannon entropy, predictability, brute force attacks, cryptography, work factor.