A Generalized Feature Extraction Scheme to Detect 0-Day Attacks via IDS Alerts

SAINT 2008
Pages: 55 - 61
Published: Jul 28, 2008
Abstract
Intrusion detection system (IDS) has played an important role as a device to defend our networks from cyber attacks. However, since it still suffers from detecting an unknown attack, i.e., 0-day attack, the ultimate challenge in intrusion detection field is how we can exactly identify such an attack. Unlike the existing approaches that investigate raw traffic data, we introduced a feature extraction method in order to detect such an attack from...
Paper Details
Title
A Generalized Feature Extraction Scheme to Detect 0-Day Attacks via IDS Alerts
Published Date
Jul 28, 2008
Journal
Pages
55 - 61
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