The Second International Workshop on Computational Intelligence for Security in Information Systems (CISIS’09) presented the most recent developments in the - namically expanding realm of several fields such as Data Mining and Intelligence, Infrastructure Protection, Network Security, Biometry and Industrial Perspectives. The International Workshop on Computational Intelligence for Security in Infor- tion Systems (CISIS) proposes a forum to the different communities related to the field of intelligent systems for security. The global purpose of CISIS conferences has been to form a broad and interdisciplinary meeting ground offering the opportunity to interact with the leading industries actively involved in the critical area of security, and have a picture of the current solutions adopted in practical domains. This volume of Advances in Intelligent and Soft Computing contains accepted - rd th pers presented at CISIS’09, which was held in Burgos, Spain, on September 23 -26 , 2009. After a through peer-review process, the International Program Committee selected 25 papers which are published in this workshop proceedings. This allowed the Scientific Committee to verify the vital and crucial nature of the topics involved in the event, and resulted in an acceptance rate close to 50% of the originally submitted manuscripts.
Table of ContentsData Mining and Intelligence.- A Data Mining Based Analysis of Nmap Operating System Fingerprint Database.- Knowledge System for Application of Computer Security Rules.- Clustering of Windows Security Events by Means of Frequent Pattern Mining.- Text Clustering for Digital Forensics Analysis.- Infrastructure Protection.- A Preliminary Study on SVM Based Analysis of Underwater Magnetic Signals for Port Protection.- Fuzzy Rule Based Intelligent Security and Fire Detector System.- A Scaled Test Bench for Vanets with RFID Signalling.- A SVM-Based Behavior Monitoring Algorithm towards Detection of Un-desired Events in Critical Infrastructures.- Network Security.- Design and Implementation of High Performance Viterbi Decoder for Mobile Communication Data Security.- An Adaptive Multi-agent Solution to Detect DoS Attack in SOAP Messages.- A Self-learning Anomaly-Based Web Application Firewall.- An Investigation of Multi-objective Genetic Algorithms for Encrypted Traffic Identification.- A Multi-objective Optimisation Approach to IDS Sensor Placement.- Towards Ontology-Based Intelligent Model for Intrusion Detection and Prevention.- Ontology-Based Policy Translation.- Automatic Rule Generation Based on Genetic Programming for Event Correlation.- Learning Program Behavior for Run-Time Software Assurance.- Multiagent Systems for Network Intrusion Detection: A Review.- Biometry.- Multimodal Biometrics: Topics in Score Fusion.- Security Efficiency Analysis of a Biometric Fuzzy Extractor for Iris Templates.- Behavioural Biometrics Hardware Based on Bioinformatics Matching.- Industrial Perspectives.- Robust Real-Time Face Tracking Using an Active Camera.- An Approach to Centralized Control Systems Based on Cellular Automata.- Intelligent Methods and Models in Transportation.- Knowledge Based Expert System for PID Controller Tuning under Hazardous Operating Conditions.