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ACSAC
2007
IEEE
16 years 11 days ago
Automated Vulnerability Analysis: Leveraging Control Flow for Evolutionary Input Crafting
We present an extension of traditional "black box" fuzz testing using a genetic algorithm based upon a Dynamic Markov Model fitness heuristic. This heuristic allows us t...
Sherri Sparks, Shawn Embleton, Ryan Cunningham, Cl...
CEC
2005
IEEE
15 years 11 months ago
Evolutionary Solo Pong players
An Internet Java Applet http://www.cs.essex.ac.uk/staff/poli/ SoloPong/ allows users anywhere to play the Solo Pong game. We compare people’s performance to a hand coded “Optim...
William B. Langdon, Riccardo Poli
RISE
2005
Springer
15 years 11 months ago
Software Testing with Evolutionary Strategies
Abstract. This paper applies the Evolutionary Strategy (ES) metaheuristic to the automatic test data generation problem. The problem consists in creating automatically a set of inp...
Enrique Alba, J. Francisco Chicano
IWDC
2004
Springer
120views Communications» more  IWDC 2004»
15 years 11 months ago
SCIDS: A Soft Computing Intrusion Detection System
An Intrusion Detection System (IDS) is a program that analyzes what happens or has happened during an execution and tries to find indications that the computer has been misused. Th...
Ajith Abraham, Ravi Jain, Sugata Sanyal, Sang-Yong...
GECCO
2009
Springer
127views Optimization» more  GECCO 2009»
15 years 10 months ago
Evo_indent interactive evolution of GNU indent options
Evo Indent http://www.dcs.kcl.ac.uk/staff/W.Langdon/ evo_indent/ is a PHP web server based user driven genetic algorithm which finds good C code layouts generated by GNU indent. ...
William B. Langdon