Towards Automated Malware Creation: Code Generation and Code Integration
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @TechReport{Cani:2014:SACtr,
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author = "A. Cani and M. Gaudesi and E. Sanchez and
G. Squillero and A. Tonda",
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title = "Towards Automated Malware Creation: Code Generation
and Code Integration",
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institution = "Electronic CAD and Reliability Group, Department of
Control and Computer Engineering (DAUIN) of Politecnico
di Torino",
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year = "2013",
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address = "Corso Duca degli Abruzzi, 24, 10129 Turin, Italy",
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month = dec # " 3",
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keywords = "genetic algorithms, genetic programming, MicroGP",
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URL = "http://www.cad.polito.it/downloads/White_papers/Towards%20Automated%20Malware%20Creation%20-%20Code%20Generation%20&%20Code%20Integration.pdf",
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size = "13 pages",
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abstract = "The analogies between computer malware and biological
viruses are more than obvious. The very idea of an
artificial ecosystem where malicious software can
evolve and autonomously find new, more effective ways
of attacking legitimate programs and damaging sensitive
information is both terrifying and fascinating. The
paper proposes two different ways for exploiting an
evolutionary algorithm to devise malware: the former
targeting heuristic-based anti-virus scanner; the
latter optimising a Trojan attack. Testing the
stability of a system against attacks, or checking the
reliability of the heuristic scan of anti-virus
software could be interesting for the research
community and advantageous to the IT industry.
Experimental results shows the feasibility of the
proposed approaches on simple real-world test cases.",
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notes = "Cites \cite{Sanchez:uGP:book} and
\cite{squillero:2005:GPEM}
Long version of 2 page poster at SAC 2014
\cite{Cani:2014:SAC}
More recent version, \cite{Cani:2014:SACtr2} 25 Jan
2014, available.",
- }
Genetic Programming entries for
Andrea Cani
Marco Gaudesi
Ernesto Sanchez
Giovanni Squillero
Alberto Tonda
Citations