Computational Intelligence in Security for Information Systems

1. Front Matter

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2. Data Mining and Intelligence

   1. A Data Mining Based Analysis of Nmap Operating System Fingerprint Database

      • João Paulo S. Medeiros, Agostinho M. Brito Jr., Paulo S. Motta Pires

      Pages 1-8

   2. Knowledge System for Application of Computer Security Rules

      • Menchaca García Felipe Rolando, Contreras Hernández Salvador

      Pages 9-17

   3. Clustering of Windows Security Events by Means of Frequent Pattern Mining

      • Rosa Basagoiti, Urko Zurutuza, Asier Aztiria, Guzmán Santafé, Mario Reyes

      Pages 19-27

   4. Text Clustering for Digital Forensics Analysis

      • Sergio Decherchi, Simone Tacconi, Judith Redi, Alessio Leoncini, Fabio Sangiacomo, Rodolfo Zunino

      Pages 29-36

3. Infrastructure Protection

   1. A Preliminary Study on SVM Based Analysis of Underwater Magnetic Signals for Port Protection

      • Davide Leoncini, Sergio Decherchi, Osvaldo Faggioni, Paolo Gastaldo, Maurizio Soldani, Rodolfo Zunino

      Pages 37-44

   2. Fuzzy Rule Based Intelligent Security and Fire Detector System

      • Joydeb Roy Choudhury, Tribeni Prasad Banerjee, Swagatam Das, Ajith Abraham, Václav Snášel

      Pages 45-51

   3. A Scaled Test Bench for Vanets with RFID Signalling

      • Andrés Ortiz, Alberto Peinado, Jorge Munilla

      Pages 53-59

   4. A SVM-Based Behavior Monitoring Algorithm towards Detection of Un-desired Events in Critical Infrastructures

      • Y. Jiang, J. Jiang, P. Capodieci

      Pages 61-68

4. Network Security

   1. Design and Implementation of High Performance Viterbi Decoder for Mobile Communication Data Security

      • T. Menakadevi, M. Madheswaran

      Pages 69-76

   2. An Adaptive Multi-agent Solution to Detect DoS Attack in SOAP Messages

      • Cristian I. Pinzón, Juan F. De Paz, Javier Bajo, Juan M. Corchado

      Pages 77-84

   3. A Self-learning Anomaly-Based Web Application Firewall

      • Carmen Torrano-Gimenez, Alejandro Perez-Villegas, Gonzalo Alvarez

      Pages 85-92

   4. An Investigation of Multi-objective Genetic Algorithms for Encrypted Traffic Identification

      • Carlos Bacquet, A. Nur Zincir-Heywood, Malcolm I. Heywood

      Pages 93-100

   5. A Multi-objective Optimisation Approach to IDS Sensor Placement

      • Hao Chen, John A. Clark, Juan E. Tapiador, Siraj A. Shaikh, Howard Chivers, Philip Nobles

      Pages 101-108

   6. Towards Ontology-Based Intelligent Model for Intrusion Detection and Prevention

      • Gustavo Isaza, Andrés Castillo, Manuel López, Luis Castillo

      Pages 109-116

   7. Ontology-Based Policy Translation

      • Cataldo Basile, Antonio Lioy, Salvatore Scozzi, Marco Vallini

      Pages 117-126

   8. Automatic Rule Generation Based on Genetic Programming for Event Correlation

      • G. Suarez-Tangil, E. Palomar, J. M. de Fuentes, J. Blasco, A. Ribagorda

      Pages 127-134

   9. Learning Program Behavior for Run-Time Software Assurance

      • Hira Agrawal, Clifford Behrens, Balakrishnan Dasarathy, Leslie Lee Fook

      Pages 135-142

   10. Multiagent Systems for Network Intrusion Detection: A Review

       • Álvaro Herrero, Emilio Corchado

       Pages 143-154

5. Biometry

   1. Multimodal Biometrics: Topics in Score Fusion

      • Luis Puente, M. Jesús Poza, Juan Miguel Gómez, Diego Carrero

      Pages 155-162

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.

• Signal
• bioinformatics
• communication
• computational intelligence
• data mining
• data security
• expert system
• firewall
• genetic algorithm
• genetic programming
• knowledge
• knowledge base
• optimization
• programming
• radio-frequency identification (RFID)

• Grupo de Inteligencia, Computacional Aplicada, Área de Lenguajes y, Sistemas Informáticos, Escuela Politécnica Superior, Universidad de Burgos , Burgos, Spain

  Álvaro Herrero

• Dept. of Biophysical and Electronic Engineering, Genova University , Genova, Italy

  Paolo Gastaldo

• Dept. of Biophysical and Electronic Engineering, Genova University , Genova, Italy

  Rodolfo Zunino

• Grupo de Inteligencia, Computacional Aplicada, Área de Lenguajes y Sistemas Informáticos, Escuela Politénica Superior, Universidad de Burgos , Burgos, Spain

  Emilio Corchado

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