13th International Conference on Computational Intelligence in Security for Information Systems CISIS 2020 1st edition by ‎Daniel Urd,Carlos Cambra,lvaro Herrero 9783030578046 3030578046

Cryptocurrencies and Blockchain

Attacking with Bitcoin: Using Bitcoin to Build Resilient Botnet Armies

Blockchain-Based Systems in Land Registry, A Survey of Their Use and Economic Implications

The Evolution of Privacy in the Blockchain: A Historical Survey

Securing Cryptoasset Insurance Services with Multisignatures

Building an Ethereum-Based Decentralized Vehicle Rental System

Machine Learning

Off-Line Writer Verification Using Segments of Handwritten Samples and SVM

A Comparative Study to Detect Flowmeter Deviations Using One-Class Classifiers

IoT Device Identification Using Deep Learning

Impact of Current Phishing Strategies in Machine Learning Models for Phishing Detection

Crime Prediction for Patrol Routes Generation Using Machine Learning

Applications

Health Access Broker: Secure, Patient-Controlled Management of Personal Health Records in the Cloud

Short Message Multichannel Broadcast Encryption

Cybersecurity Overview of a Robot as a Service Platform

Probabilistic and Timed Analysis of Security Protocols

Domain Knowledge: Predicting the Kind of Content Hosted by a Domain

Evidence Identification and Acquisition Based on Network Link in an Internet of Things Environment

Proposition of Innovative and Scalable Information System for Call Detail Records Analysis and Visualisation

Automatic Detection of Sensitive Information in Educative Social Networks

Special Session: Fake News Detection and Prevention

Detection of Artificial Images and Changes in Real Images Using Convolutional Neural Networks

Distributed Architecture for Fake News Detection

Multi-stage News-Stance Classification Based on Lexical and Neural Features

Fake News Detection

Application of the BERT-Based Architecture in Fake News Detection

Special Session: Mathematical Methods and Models in Cybersecurity

Simulating Malware Propagation with Different Infection Rates

A Data Quality Assessment Model and Its Application to Cybersecurity Data Sources

Towards Forecasting Time-Series of Cyber-Security Data Aggregates

Hybrid Approximate Convex Hull One-Class Classifier for an Industrial Plant

Special Session: Measurements for a Dynamic Cyber-risk Assessment

Traceability and Accountability in Autonomous Agents

The Order of the Factors DOES Alter the Product: Cyber Resilience Policies’ Implementation Order

Deep Learning Defenses Against Adversarial Examples for Dynamic Risk Assessment

A New Approach for Dynamic and Risk-Based Data Anonymization

Special Session: Cybersecurity in a Hybrid Quantum World

An Innovative Linear Complexity Computation for Cryptographic Sequences

Randomness Analysis for GSS-sequences Concatenated

Study of the Reconciliation Mechanism of NewHope

Securing Blockchain with Quantum Safe Cryptography: When and How?

Blockchain in Education: New Challenges

Special Session: Anomaly/Intrusion Detection

Impact of Generative Adversarial Networks on NetFlow-Based Traffic Classification

Hybrid Model for Improving the Classification Effectiveness of Network Intrusion Detection

Adaptive Approach for Density-Approximating Neural Network Models for Anomaly Detection

Systematic Mapping of Detection Techniques for Advanced Persistent Threats

Neural Network Analysis of PLC Traffic in Smart City Street Lighting Network

Beta-Hebbian Learning for Visualizing Intrusions in Flows

Detecting Intrusion via Insider Attack in Database Transactions by Learning Disentangled Representation with Deep Metric Neural Network