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This short paper proposes two different ways for exploiting an evolutionary algorithm to devise malware: the former targeting heuristic-based anti-virus scanner; the latter optimizing a Trojan attack. An extended internal on the same the subject can be downloaded from http://www.cad.polito.it/downloads/
Canì et al. (Mon,) studied this question.