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

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. Front Matter....Pages - Collective Classification for Spam Filtering....Pages 1-8 Detecting Bad-Mouthing Attacks on Reputation Systems Using Self-Organizing Maps....Pages 9-16 Approach Based Ensemble Methods for Better and Faster Intrusion Detection....Pages 17-24 Application of the Generic Feature Selection Measure in Detection of Web Attacks....Pages 25-32 Data Aggregation Based on Fuzzy Logic for VANETs....Pages 33-40 Digging into IP Flow Records with a Visual Kernel Method....Pages 41-49 Opcode-Sequence-Based Semi-supervised Unknown Malware Detection....Pages 50-57 A New Alert Correlation Algorithm Based on Attack Graph....Pages 58-67 A Qualitative Survey of Active TCP/IP Fingerprinting Tools and Techniques for Operating Systems Identification....Pages 68-75 Security Alert Correlation Using Growing Neural Gas....Pages 76-83 A Comparative Performance Evaluation of DNS Tunneling Tools....Pages 84-91 Security Analysis and Complexity Comparison of Some Recent Lightweight RFID Protocols....Pages 92-99 A Secure and Efficient Searching Scheme for Trusted Nodes in a Peer-to-Peer Network....Pages 100-108 Testing Ensembles for Intrusion Detection: On the Identification of Mutated Network Scans....Pages 109-117 An Intelligent Information Security Mechanism for the Network Layer of WSN: BIOSARP....Pages 118-126 Structural Properties of Cryptographic Sequences....Pages 127-134 A Multisignature Scheme Based on the SDLP and on the IFP....Pages 135-142 A Group Signature Scheme Based on the Integer Factorization and the Subgroup Discrete Logarithm Problems....Pages 143-150 Keeping Group Communications Private: An Up-to-Date Review on Centralized Secure Multicast....Pages 151-159 Java Card Implementation of the Elliptic Curve Integrated Encryption Scheme Using Prime and Binary Finite Fields....Pages 160-167 Comprehensive Protection of RFID Traceability Information Systems Using Aggregate Signatures....Pages 168-176 Cryptanalysis of Multicast Protocols with Key Refreshment Based on the Extended Euclidean Algorithm....Pages 177-182 Improving the Message Expansion of the Tangle Hash Function....Pages 183-189 Cryptosystem with One Dimensional Chaotic Maps....Pages 190-197 A Quantitative Analysis into the Economics of Correcting Software Bugs....Pages 198-205 Rationally Opting for the Insecure Alternative: Negative Externalities and the Selection of Security Controls....Pages 206-213 An Approach for Adapting Moodle into a Secure Infrastructure....Pages 214-221 On Secure JAVA Application in SOA-Based PKI Mobile Government Systems....Pages 222-229 Structural Feature Based Anomaly Detection for Packed Executable Identification....Pages 230-237 Produre: A Novel Proximity Discovery Mechanism in Location Tagging System....Pages 238-245 Scientific Gateway and Visualization Tool....Pages 246-250 An Innovative Framework for Securing Unstructured Documents....Pages 251-258 Use of Schema Associative Mapping for Synchronization of the Virtual Machine Audit Logs....Pages 259-264 Enforcing Data Quality Rules for a Synchronized VM Log Audit Environment Using Transformation Mapping Techniques....Pages 265-271 Evaluating User-Centered Privacy Model (UPM) in Pervasive Computing Systems....Pages 272-284 An Innovative Linkage Learning Based on Differences in Local Optimums....Pages 285-292 A New Particle Swarm Optimization for Dynamic Environments....Pages 293-300 A Classifier Ensemble for Face Recognition Using Gabor Wavelet Features....Pages 301-307 Back Matter....Pages - This book constitutes the refereed proceedings of the 4th International Conference on Computational Intelligence in Security for Information Systems, CISIS 2011, held in Torremolinos-Malaga, in June 2011 as a satellite event of IWANN 2011, the International Work-conference on Artificial and Natural Neural Networks.