Computational Intelligence in Security for Information Systems : 4th International Conference, CISIS 2011, Held at IWANN 2011, Torremolinos-Málaga, Spain, June 8-10, 2011, Proceedings

by Herrero, Alvaro; Corchado, Emilio

• ISBN13: 9783642213229
• ISBN10: 3642213227
• Format: Paperback
• Copyright: 2011-08-03
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the 4th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2011, held in Torremolinos-Málaga, in June 2011 as a satellite event of IWANN 2011, the International Work-conference on Artificial and Natural Neural Networks.The 38 revised full papers presented were carefully reviewed and selected from a total of 70 submissions. The papers are organized in topical sections on machine learning and intelligence, network security, cryptography, securing software, and applications of intelligent methods for security.

Table of Contents

Machine Learning and Intelligence
Collective Classification for Spam Filtering	p. 1
Detecting Bad-Mouthing Attacks on Reputation Systems Using Self-Organizing Maps	p. 9
Approach Based Ensemble Methods for Better and Faster Intrusion Detection	p. 17
Application of the Generic Feature Selection Measure in Detection of Web Attacks	p. 25
Data Aggregation Based on Fuzzy Logic for VANETs	p. 33
Network Security
Digging into IP Flow Records with a Visual Kernel Method	p. 41
Opcode-Sequence-Based Semi-supervised Unknown Malware Detection	p. 50
A New Alert Correlation Algorithm Based on Attack Graph	p. 58
A Qualitative Survey of Active TCP/IP Fingerprinting Tools and Techniques for Operating Systems Identification	p. 68
Security Alert Correlation Using Growing Neural Gas	p. 76
A Comparative Performance Evaluation of DNS Tunneling Tools	p. 84
Security Analysis and Complexity Comparison of Some Recent Lightweight RFID Protocols	p. 92
A Secure and Efficient Searching Scheme for Trusted Nodes in a Peer-to-Peer Network	p. 100
Testing Ensembles for Intrusion Detection: On the Identification of Mutated Network Scans	p. 109
An Intelligent Information Security Mechanism for the Network Layer of WSN: BIOSARP	p. 118
Cryptography
Structural Properties of Cryptographic Sequences	p. 127
A Multisignature Scheme Based on the SDLP and on the IFP	p. 135
A Group Signature Scheme Based on the Integer Factorization and the Subgroup Discrete Logarithm Problems	p. 143
Keeping Group Communications Private: An Up-to-Date Review on Centralized Secure Multicast	p. 151
Java Car$mplementation of the Elliptic Curve Integrated Encryption Scheme Using Prime and Binary Finite Fields	p. 160
Comprehensive Protection of RFID Traceability Information Systems Using Aggregate Signatures	p. 168
Cryptanalysis of Multicast Protocols with Key Refreshment Based on the Extended Euclidean Algorithm	p. 177
Improving the Message Expansion of the Tangle Hash Function	p. 183
Cryptosystem with One Dimensional Chaotic Maps	p. 190
Securing Software
A Quantitative Analysis into the Economics of Correcting Software Bugs	p. 198
Rationally Opting for the Insecure Alternative: Negative Externalities and the Selection of Security Controls	p. 206
An Approach for Adapting Moodle into a Secure Infrastructure	p. 214
On Secure JAVA Application in SOA-Based PKI Mobile Government Systems	p. 222
Applications of Intelligent Methods for Security
Structural Feature Based Anomaly Detection for Packed Executable Identification	p. 230
Produre: A Novel Proximity Discovery Mechanism in Location Tagging System	p. 238
Scientific Gateway and Visualization Tool	p. 246
An Innovative Framework for Securing Unstructured Documents	p. 251
Use of Schema Associative Mapping for Synchronization of the Virtual	p. 259
Enforcing Data Quality Rules for a Synchronized VM Log Audit Environment Using Transformation Mapping Techniques	p. 265
Evaluating User-Centered Privacy Model (UPM) in Pervasive Computing Systems	p. 272
An Innovative Linkage Learning Based on Differences in Local Optimums	p. 285
A New Particle Swarm Optimization for Dynamic Environments	p. 293
A Classifier Ensemble for Face Recognition Using Gabor Wavelet Features	p. 301
Author Index	p. 309
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