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This book constitutes the refereed proceedings of the 9th International Symposium on Recent Advances in Intrusion Detection, RAID 2006, held in Hamburg, Germany in September 2006.
The 16 revised full papers presented were carefully reviewed and selected from 93 submissions. The papers are organized in topical sections on anomaly detection, attacks, system evaluation and threat assessment, malware collection and analysis, anomaly- and specification-based detection, and network intrusion detection.
Recent Advances in Intrusion Detection.- A Framework for the Application of Association Rule Mining in Large Intrusion Detection Infrastructures.- Behavioral Distance Measurement Using Hidden Markov Models.- Automated Discovery of Mimicry Attacks.- Allergy Attack Against Automatic Signature Generation.- Paragraph: Thwarting Signature Learning by Training Maliciously.- Anomaly Detector Performance Evaluation Using a Parameterized Environment.- Ranking Attack Graphs.- Using Hidden Markov Models to Evaluate the Risks of Intrusions.- The Nepenthes Platform: An Efficient Approach to Collect Malware.- Automatic Handling of Protocol Dependencies and Reaction to 0-Day Attacks with ScriptGen Based Honeypots.- Fast and Evasive Attacks: Highlighting the Challenges Ahead.- Anagram: A Content Anomaly Detector Resistant to Mimicry Attack.- DEMEM: Distributed Evidence-Driven Message Exchange Intrusion Detection Model for MANET.- Enhancing Network Intrusion Detection with Integrated Sampling and Filtering.- WIND: Workload-Aware INtrusion Detection.- SafeCard: A Gigabit IPS on the Network Card.