Cover Image

Security with intelligent computing and big-data services /

Bibliographic Details
Corporate Authors: International Conference on Security with Intelligent Computing and Big-data Services Taiwan, EBSCOhost
Other Authors: Peng, Sheng-Lung (Editor), Wang, Shiuh-Jeng (Editor), Balas, Valentina Emilia (Editor), Zhao, Ming (Editor)
Format: Conference Proceeding eBook
Language:English
Published: Cham, Switzerland : Springer, 2018.
Series:Advances in intelligent systems and computing ; 733.
Subjects:
Computer security > Congresses.
Artificial intelligence > Congresses.
Big data > Congresses.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Intro; Preface; Organization; International Conference on Security with Intelligent Computing and Big-data Services (SICBS 2017); Honorary Chairs; General Chairs; International Advisory Committee; Program Chairs; Publicity Chairs; Publication Chairs; Organizing Chairs; Organizing Committee; Technical Program Committee; Contents
  • Algorithms and Security Analysis. A Social Tagging Recommendation Model Based on Improved Artificial Fish Swarm Algorithm and Tensor Decomposition; Abstract; 1. Introduction; 2. Data Clustering Based on Improved AFSA; 2.1. AFSA and Its Improvement
  • 2.2. Clustering Analysis Based on the Improved AFSA; 3. Tensor Model and Recommendation Algorithm; 3.1. Tensor and Tensor Decomposition; 3.2. Tensor Decomposition with Dynamic Incremental Updating; 3.3. Tensor Modeling and Recommendation Algorithm; 4. Experiment Design and Data Analysis; 4.1. Testing Datasets; 4.2. Algorithm Evaluation Indices; 4.3. Experiment Results and Discussions; 5. Conclusion; Acknowledgements; References
  • Research on the Nearest Neighbor Representation Classification Algorithm in Feature Space; Abstract; 1. Introduction; 2. Representation Based Classification
  • 3. The Classification of the Nearest Neighbor Representation in Feature Space; 4. Numerical Experiments; 4.1. Results of Experiments on Standard Two-Class Datasets; 4.2. Results of Experiment on Face Databases; 5. Conclusion; References
  • A New Aesthetic QR Code Algorithm Based on Salient Region Detection and SPBVM; Abstract; 1. Introduction; 2. The Proposed Algorithm of Aesthetic QR Code; 2.1. The Improved Salient Region Detection Algorithm; 2.2. The Generation of SPBVM; 2.3. The Synthetic Strategy; 3. Experimental Results; 3.1. Comparison Results with and Without Salient Region Detection
  • 3.2. Correctness of QR Code Decoding; 3.3. Comparison of Different Aesthetic QR Code Algorithms; 4. Conclusion; Acknowledgments; References
  • Compact Cat Swarm Optimization Algorithm; Abstract; 1. Introduction; 2. Related Work; 2.1. Virtual Population and Sampling Mechanism; 2.2. The Perturbation Vector Updating Rule; 2.3. Cat Swarm Optimization; 2.3.1. Seeking Mode; 2.3.2. Tracing Mode; 3. Compact Cat Swarm Optimization Algorithm; 3.1. Initialization and Perturbation Vector Updating Rules; 3.2. Seeking Mode; 3.3. Tracing Mode; 3.4. The Implementation Procedure and Details; 4. Experimental Results and Analyze
  • 4.1. Memory Usage for All Compared Algorithms; 4.2. Comparisons for Convergence Result; 5. Conclusion; References
  • Cryptanalysis and Detection Systems. Copy-Move Forgery Detection Based on Local Gabor Wavelets Patterns; Abstract; 1. Introduction; 2. Local Gabor Wavelets Patterns; 3. The Proposed Method; 3.1. Image Pre-processing; 3.2. Feature Extraction with LGWP; 3.3. Matching Block Pairs; 3.4. Post-processing; 4. Experimental Results; 5. Conclusions; References
  • A Hybrid Intrusion Detection System for Contemporary Network Intrusion Dataset; Abstract; 1. Introduction; 1.1. Cluster Analysis; 1.2. Feature Selection; 2. Methodology; 2.1. Dataset; 2.2. Discretization; 2.3. Cluster Analysis; 2.4. Correlation Based Feature Selection; 2.5. Machine Learning Algorithm; 3. Implementation and Results; 3.1. Evaluation Metrics; 3.2. Results with Cluster Analysis; 3.3. Results with Enhanced Anomaly Model; 3.4. Results with Proposed Method; 3.5. Additional Testing; 3.6. Compared with Other Work; 4. Conclusions; References
  • Mitigating DoS Attacks in SDN Using Offloading Path Strategies
  • An Extension of Attack Trees
  • Shamir's Secret Sharing Scheme in Parallel
  • Network Security and Applications. A Cognitive Global Clock Synchronization Protocol in WSNs
  • A Generic Web Application Testing and Attack Data Generation Method
  • The Study of Improvement and Risk Evaluation for Mobile Application Security Testing
  • Application of Pattern for New CAPTCHA Generation Idea
  • Digital Forensics and Mobile Systems. An Automatic Approach of Building Threat Patterns in Android
  • Identifying Temporal Patterns Using ADS in NTFS for Digital Forensics
  • Ant-Based Botnet C&C Server Traceback
  • Public Key Systems and Data Processing. T-Brain: A Collaboration Platform for Data Scientists
  • Feature Extraction in Security Analytics: Reducing Data Complexity with Apache Spark
  • Storage-Saving Bi-dimensional Privacy-Preserving Data Aggregation in Smart Grids
  • Verifying the Validity of Public Key Certificates Using Edge Computing
  • Blockchain Applications in Technology. A Study on Blockchain-Based Circular Economy Credit Rating System
  • Using Blockchain to Support Data and Service Management in IoV/IoT
  • A Blockchain-Based Traceable Certification System.