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GECCO
2004
Springer
121views Optimization» more  GECCO 2004»
13 years 10 months ago
Vulnerability Analysis of Immunity-Based Intrusion Detection Systems Using Evolutionary Hackers
Artificial Immune Systems (AISs) are biologically inspired problem solvers that have been used successfully as intrusion detection systems (IDSs). This paper describes how the des...
Gerry V. Dozier, Douglas Brown, John Hurley, Kryst...
GECCO
2005
Springer
132views Optimization» more  GECCO 2005»
13 years 10 months ago
Evolving computer intrusion scripts for vulnerability assessment and log analysis
Evolutionary computation is used to construct undetectable computer attack scripts. Using a simulated operating system, we show that scripts can be evolved to cover their tracks a...
Julien Budynek, Eric Bonabeau, Ben Shargel
VIIP
2001
13 years 6 months ago
Visual Behavior Characterization for Intrusion Detection in Large Scale Systems
This work focuses on the visual representation of relations towards aiding the exploration and analysis of network intrusions. Fundamentally, the visual representations aid an ana...
Robert F. Erbacher
AIM
2002
13 years 4 months ago
Computational Vulnerability Analysis for Information Survivability
The Infrastructure of modern society is controlled by software systems. These systems are vulnerable to attacks; several such attacks, launched by "recreation hackers" h...
Howard E. Shrobe
JSW
2008
98views more  JSW 2008»
13 years 4 months ago
Towards a Collaborative and Systematic Approach to Alert Verification
With the menace of hackers increasing every day, even well administrated networks are vulnerable to attack. Therefore, securing network assets has become a significant issue for th...
Xuejiao Liu, Debao Xiao, Xi Peng