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Just like in RSA the security of the system relies on the difficulty of factoring very large numbers. In contrast to RSA, GMR is secure against adaptive chosen-message attacks — even when an attacker receives signatures for messages of his choice, this does not allow him to forge a signature for a single additional message.
Asymmetric-key cryptosystems