Computational Intelligence in Security for Information Systems 2010

by Herrero, Alvaro; Corchado, Emilio; Redondo, Carlos; Alonso, Angel

• ISBN13: 9783642166259
• ISBN10: 3642166253
• Format: Paperback
• Copyright: 2010-10-01
• Publisher: Springer-Nature New York Inc

Summary

This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at the 3rd International Conference on Computational Intelligence in Security for Information Systems (CISIS'10), which was held in the beautiful and historic city of León, Spain, in November, 2010.Since it origin, the main aim of CISIS conferences has been to establish a broad and interdisciplinary forum for Computational Intelligence and Associated Learning Paradigms, which are playing increasingly important roles in a large number of application areas related to Security in Information Systems.CISIS'10  provided a broad and interdisciplinary forum to present the most recent developments in several very active scientific areas such as Machine Learning, Infrastructure Protection, Intelligent Methods in Energy and Transportation, Network Security, Biometry, Cryptography, High-performance and Grid Computing, and Industrial Perspective among others. The global purpose of the CISIS series of conferences has been to form a broad and interdisciplinary meeting ground offering the opportunity to interact with the leading research team and industries actively involved in the critical area of security, and have a picture of the current solutions adopted in practical domains.

Table of Contents

Machine Learning and Intelligence
An Incremental Density-Based Clustering Technique for Large Datasets	p. 3
BSDT ROC and Cognitive Learning Hypothesis	p. 13
Evolving Fuzzy Classifier for Data Mining - An Information Retrieval Approach	p. 25
Mereotopological Analysis of Formal Concepts in Security Ontologies	p. 33
Agents and Multi-Agent Systems
A Multi-agent Data Mining System for Defect Forecasting in a Decentralized Manufacturing Environment	p. 43
A Distributed Hierarchical Multi-agent Architecture for Detecting Injections in SQL Queries	p. 51
Incorporating Temporal Constraints in the Analysis Task of a Hybrid Intelligent IDS	p. 61
Image, Video and Speech Processing
Performances of Speech Signal Biometric Systems Based on Signal to Noise Ratio Degradation	p. 73
Lipreading Using n-Gram Feature Vector	p. 81
Face Processing for Security: A Short Review	p. 89
Network Security
Ontologies-Based Automated Intrusion Response System	p. 99
Semi-supervised Fingerprinting of Protocol Messages	p. 107
Monitoring of Spatial-Aggregated IP-Flow Records	p. 117
Improving Network Security through Traffic Log Anomaly Detection Using Time Series Analysis	p. 125
A Threat Model Approach to Threats and Vulnerabilities in On-line Social Networks	p. 135
An SLA-Based Approach for Network Anomaly Detection	p. 143
Understanding Honeypot Data by an Unsupervised Neural Visualization	p. 151
Watermarking
Permuted Image DCT Watermarking	p. 163
A Developed Watermark Technique for Distributed Database Security	p. 173
Cryptography
Trident, a New Pseudo Random Number Generator on Coupled Chaotic Maps	p. 183
The Impact of the SHA-3 Casting Cryptography Competition on the Spanish IT Market	p. 191
Industrial and Commercial Applications of Intelligent Methods for Security
A New Task Engineering Approach for Workflow Access Control	p. 203
OPBUS: Fault Tolerance Against Integrity Attacks in Business Processes	p. 213
A Key Distribution Scheme for Live Streaming Multi-tree Overlays	p. 223
Intelligent Methods for Scheduling in Transportation	p. 231
Author Index	p. 239
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