Cover: International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) - Springer

International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019)

Name: International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019) | Seville, Spain, May 13th-15th, 2019 Proceedings
Brand: Springer
Price: 149.79 EUR
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Seville, Spain, May 13th-15th, 2019 Proceedings

Francisco Martínez Álvarez Alicia Troncoso Lora José António Sáez Muñoz Héctor Quintián Emilio Corchado(Editor)

Springer (Publisher)

1st Edition

Published on 27. April 2019

XVIII, 350 pages

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978-3-030-20005-3 (ISBN)

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Content

Intro
Preface
CISIS 2019
Organization
General Chairs
International Advisory Committee
Program Committee Chairs
Program Committee
Special Sessions
From the Least to the Least: Cryptographic and Data Analytics Solutions to Fulfil Least Minimum Privilege and Endorse Least Minimum Effort in Information Systems
Sec8
CISIS 2019 Organizing Committee
ICEUTE 2019
Organization
General Chairs
Program Committee Chairs
Program Committee
Special Sessions
Looking for Camelot: New Approaches to Asses Competencies
Sec17
Innovation in Computer Science Education
Sec19
ICEUTE 2019 Organizing Committee
Contents
General Track
Perturbing Convolutional Feature Maps with Histogram of Oriented Gradients for Face Liveness Detection
Abstract
1 Introduction
2 Literature Review
3 Methodology
3.1 Generating Perturbed Feature Maps
3.2 CNN Architecture
3.3 Training
4 Experimental Results and Discussions
4.1 Effect of Activation Functions on Perturbed Feature Maps
4.2 Intra-database Face Liveness Detection
4.3 Cross-Database Face Liveness Detection
4.4 Comparison with State-of-the-Art Approaches
5 Conclusion and Future Work
Acknowledgements
References
Comparison of System Call Representations for Intrusion Detection
1 Introduction
2 Related Work
3 Comparison of System Call Representations
4 Data
5 Experiments
5.1 Experiment Setup
5.2 Evaluation of Results
6 Conclusion
References
Efficient Verification of Security Protocols Time Properties Using SMT Solvers
1 Introduction
2 Preliminaries
3 SMT-Based Verification
4 Experimental Results
5 Conclusions
References
A Framework of New Hybrid Features for Intelligent Detection of Zero Hour Phishing Websites
Abstract
1 Introduction
2 Related Works
3 Framework Design
3.1 Architecture
3.2 Phishing Webpage Predictive Features
4 Experiments and Results
5 Discussions
6 Conclusion
Acknowledgement
References
Mirkwood: An Online Parallel Crawler
1 Introduction
2 Architecture
2.1 Seed Extraction
2.2 Environment
2.3 Forest
2.4 Spider Nest
2.5 Spider and Spider Legs
2.6 Technologies
3 Seed Extraction Autonomous Module
3.1 Seed Extraction Process
4 Experimental Results
4.1 Qualitative Results
4.2 Performance Results
5 Related Work
5.1 Focused Crawlers
5.2 General-Purpose Crawlers
6 Conclusions and Future Work
References
Improving SVM Classification on Imbalanced Datasets for EEG-Based Person Authentication
1 Introduction
2 New Bias Proposal for Imbalanced Datasets in SVM
3 Experiments and Results
4 Conclusion and Future Work
References
Solving the Test Case Prioritization Problem with Secure Features Using Ant Colony System
1 Introduction
2 Regression Testing and the Test Case Prioritization Problem: Definitions and Algorithms
3 Test Case Prioritization ANT (TCP-ANT) Algorithm
3.1 Definitions
3.2 Description of the TCP-ANT Algorithm
4 Security Perspective of TCP. Numerical Results and Discussions
5 Conclusions and Further Work
References
Toward an Privacy Protection Based on Access Control Model in Hybrid Cloud for Healthcare Systems
1 Introduction
2 Related Works
3 Our Approach
3.1 Policy Structure
3.2 Privacy Protection Based on Access Control Model in Hybrid Cloud for Healthcare Systems
3.3 The Resolution for Conflict Policy
3.4 Algorithm
4 Evaluation
5 Conclusion
References
Video Anomaly Detection and Localization in Crowded Scenes
1 Introduction
2 Feature Extraction
2.1 Optical Flow Estimation
2.2 Binary Quantization Map
2.3 Partition of the Region
2.4 Anomaly Detection
3 Experimental Results
3.1 Datasets
3.2 Comparative Analysis
4 Conclusion and Future Works
References
Beta Chaotic Map Based Image Steganography
1 Introduction
2 Related Works
3 Proposed Approach
3.1 Beta Chaotic Map
3.2 Least Significant Bit Technique
3.3 Image Hiding Process
4 Analysis Results
4.1 Histogram Analysis
4.2 MSE Test
4.3 PSNR Test
5 Conclusion
References
Deep Wavelet Extreme Learning Machine for Data Classification
1 Introduction
2 Related Works
2.1 Extreme Learning Machine
2.2 Wavelet Theory
3 Proposed Approach
4 Results
4.1 Database Description
4.2 Results and Discussion
5 Conclusion
References
Palm Vein Age and Gender Estimation Using Center Symmetric-Local Binary Pattern
1 Introduction
2 Related Works
3 Proposed Palm Vein Based Age and Gender Estimation System
3.1 Feature Extraction
3.2 Classification
4 Experimental Results
4.1 Database
4.2 Performance Metrics
4.3 Evaluation of Feature Extraction Settings
4.4 Performances Evaluation
5 Conclusion
References
Neuro-Evolutionary Feature Selection to Detect Android Malware
Abstract
1 Introduction
2 Feature Selection
3 Experimental Study
3.1 Drebin Dataset
3.2 Results
4 Conclusions and Future Work
References
Improving Blockchain Security Validation and Transaction Processing Through Heterogeneous Computing
1 Introduction
2 Related Work
2.1 The CUDA Framework
2.2 Tree Challenges in GPGPU Implementations
3 Implementation
4 Experimental Results
5 Conclusion
References
Anomaly Detection on Patients Undergoing General Anesthesia
1 Introduction
2 Case of Study
2.1 Dataset Description
3 Applied Techniques to Validate the Proposed Model
3.1 Model Approach
3.2 One-Class Techniques
3.3 Artificial Outlier Generation. The Boundary Value Method
4 Experiments and Results
4.1 Approximate Convex Hull Classifiers
4.2 SVM Classifiers
4.3 Artificial Neural Network Autoencoder Classifier
5 Conclusions and Future Works
References
Special Session: From the Least to the Least: Cryptographic and Data Analytics Solutions to Fulfill Least Minimum Privilege and Endorse Least Minimum Effort in Information Systems
An Internet Voting Proposal Towards Improving Usability and Coercion Resistance
1 Introduction
1.1 Related Work
1.2 Our Contribution
2 Parties and Building Blocks
3 Description of Our Protocol
3.1 Pre-election Phase
3.2 Election Phase
3.3 Tallying Phase
4 Conclusion and Future Work
References
Linearization of Cryptographic Sequences
1 Introduction
2 Binomial Sequences
3 The Generalized Self-shrinking Generator
4 Binomial Representation of Generalized Sequences
5 Conclusions
References
On-the-Fly Testing an Implementation of Arrow Lightweight PRNG Using a LabVIEW Framework
1 Introduction
2 Related Work
3 A Description of the Generator Under Study: Arrow PRNG
4 LabVIEW Framework
4.1 Real-Time Simulation
4.2 On-the-Fly Testing
5 Conclusion
References
A Novel Construction for Streaming Networks with Delays
1 Introduction
2 Preliminaries
2.1 Burst Erasure Channel
3 Convolutional Codes over the Erasure Channel with Low Delay
3.1 Burst of Erasures
3.2 Our Construction
4 Isolated Erasures
5 Conclusion
References
Hyot: Leveraging Hyperledger for Constructing an Event-Based Traceability System in IoT
1 Introduction
2 The Hyperledger Initiative
3 Hyot
4 Conclusions
References
Special Session: Looking for Camelot: New Approaches to Asses Competencies
Data Mining for Statistical Evaluation of Summative and Competency-Based Assessments in Mathematics
Abstract
1 Introduction
2 Empirical Data and Methodology
2.1 Data Description
2.2 Data Mining Methods
3 Results from Statistical Analyses
3.1 Initial Data Processing
3.2 Results from Cluster Analysis
3.3 Results from CART Modeling
4 Conclusion
Acknowledgments
References
Looking for the Antidote for Contaminated Water: Learning Through an Escape Game
1 Looking for the Antidote for Contaminated Water
2 Solving the Riddles and Problems
2.1 Parabolic Motion
2.2 Types of Plastics
2.3 Refraction Index
2.4 Musical Ladder with Glasses
2.5 Metacognition Staircase
2.6 Secondary Education Law
2.7 Opening the Sixth Padlock
3 Innovation Through Breakout
4 Discussion
5 Evaluation
6 Conclusion
References
Enhancing Collaborative Learning Through Pedagogical Alignment
Abstract
1 Introduction
2 Research Methodology
3 Context of Application
4 Pedagogical Strategy and Dynamics
5 Implementation of the Collaborative Working Group
6 Outcomes of the Implementation
7 Outcomes of the Academic Performance
7.1 Group Performance
7.2 Individualized Performance
8 Conclusions
References
Rules_Math: Establishing Assessment Standards
1 What Happens the First Day of a Math Course?
2 The New Engineering Paradigm: Competencies-Based Assessment
3 Proposal: Definition of Assessment Standards
4 Case Study: Written Exam for a Calculus Course
4.1 Objectives
4.2 Contents
4.3 Problem
4.4 Multiple Choice Tests
4.5 Project
5 Conclusions and Future Work
References
Evaluate Mathematical Competencies in Engineering Using Video-Lessons
1 Introduction
2 Description of the Study
3 Student Experiences
4 Experience Evaluation and Learning Outcomes
5 Conclusions and Future Work
References
Statistical Methods - What Is the Problem Here?
1 Introduction
2 Description of the Study
3 Findings and Discussion
4 Conclusions for Education and Future Work
References
Enhancing the Learning of Cryptography Through Concept Maps
1 Introduction
1.1 Cryptography as a Discipline Within Technical Careers
2 Concept Maps
2.1 Applications of Concept Maps
2.2 The CmapTools Software to Construct Concept Maps
3 Case of Use
3.1 Individual Activities
3.2 Team Building Activities
4 Conclusion
References
Special Session: Innovation in Computer Science Education
Analysis of Student Achievement Scores: A Machine Learning Approach
1 Introduction
2 Methodology
2.1 Data Collection Methodology
2.2 Data
3 Machine Learning Algorithms
3.1 Classification
3.2 Feature Selection
4 Experiments
4.1 Baseline
4.2 Feature Selection
4.3 Discussion
5 Conclusions and Future Work
References
Analysis of Teacher Training in Mathematics in Paraguay's Elementary Education System Using Machine Learning Techniques
1 Introduction
2 Data Collection Methodology
2.1 Data
3 Machine Learning Techniques
3.1 Classification Task
3.2 Feature Selection
4 Experiments
4.1 Analysis of Data Samples
4.2 Data Analysis
5 Discussion
6 Conclusions and Future Work
References
Cooperative Evaluation Using Moodle
1 Introduction
2 Academic Context
3 Evaluation Methodologies
4 Project Results
5 Conclusions
References
Automatic Categorization of Introductory Programming Students
Abstract
1 Introduction
2 Methods
2.1 Research Questions
2.2 Study Design
2.3 Assessment Tool
2.4 Analysis Performed
3 Results
4 Discussion
5 Conclusions
Acknowledgments
References
Using Scratch to Improve Undergraduate Students' Skills on Artificial Intelligence
1 Introduction
2 Content
3 Methodology
3.1 K-Means
3.2 Neural Network: AND/OR Logic Gate
3.3 Complex Neural Network Operation
4 Conclusions
References
Project-Based Methodology to Lecture on Web Frameworks Applied to the Management of Health-Related Data
1 Introduction
1.1 Health Engineering Degree
1.2 Normative Context
1.3 Project-Based Learning
1.4 Flipped Teaching
2 Subject and Student Population
3 Statistical Analysis
4 Conclusions
References
Game-Based Student Response System Applied to a Multidisciplinary Teaching Context
Abstract
1 Introduction
2 Methodology
3 Results and Discussion
4 Conclusions
Acknowledgments
References
Implementation of an Internal Quality Assurance System at Pablo de Olavide University of Seville: Improving Computer Science Students Skills
1 Introduction
2 Quality Management Structure
3 Follow-Up Protocol
4 IQAS Analysis
4.1 Results Analysis
4.2 IQAS Reports Analysis
4.3 Assessing Quality Indicators
5 Conclusions
References
Author Index

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International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019)

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