immunity-based intrusion detection system design, vulnerability analysis, and genertia's genetic arms race
The GENERTIA red team uses a genetic algorithm to perform vulnerability analysis in an effort to discover holes in an intrusion detection system. This paper demonstrates how a GENERTIA blue team generates detectors to patch those holes discovered by the GRT. The GBT uses a novel approach to generate detectors that have different coverage in order to reduce the amount of overlap of detectors created by random generation and negative selection.
vulnerability analysis genertia genetic algorithm ais redesign ais