- GT – Cryptocurrencies and blockchain
- GT – Machine Learning
- GT – Applications
- Special Session: Fake News Detection and Prevention
- Special Session: Mathematical methods and models in Cybersecurity
- Special Session: Measurements for a dynamic cyber-risk assessment
- Special Session: Cibersecurity in a Hybrid Quantum World
- Special Session: Anomaly/Intrusion Detection
GT – Cryptocurrencies and blockchain
| ID | Title | Authors |
|---|---|---|
| 48 | Attacking with bitcoin: Using Bitcoin to Build Resilient Botnet Armies | Dimitri Kamenski, Arash Shaghaghi, Salil Kanhere and Matthew Warren |
| 4 | Blockchain-Based Systems in Land Registry, a Survey of their Use and Economic Implications | Yeray Mezquita, Javier Parra, Eugenia Perez, Javier Prieto and Juan Corchado |
| 66 | The Evolution of Privacy in the Blockchain: a Historical Survey | Sergio Marciante and Álvaro Herrero |
| 34 | Securing Cryptoasset Insurance Services with Multisignatures | Daniel Wilusz and Adam Wójtowicz |
| 45 | Building an Ethereum-Based Decentralized Vehicle Rental System | Néstor García-Moreno, Pino Caballero-Gil, Cándido Caballero-Gil and Jezabel Molina-Gil |
GT – Machine Learning
| ID | Title | Authors |
|---|---|---|
| 61 | Off-line writer verification using segments of handwritten samples and SVM | Verónica Aubin, Matilde Santos and Marco Mora |
| 56 | A comparative study to detect flowmeter deviations using one-class classifiers | Esteban Jove, Jose-Luis Casteleiro-Roca, Hector Quintian, Francisco Zayas-Gato, Paulo Novais, Juan Albino Mendez-Perez and Jose Luis Calvo-Rolle |
| 10 | IoT Device Identification Using Deep Learning | Jaidip Kotak and Yuval Elovici |
| 53 | Impact of current phishing strategies in machine learning models for phishing detection | M. Sánchez-Paniagua, E. Fidalgo, V. González-Castro and E. Alegre |
| 62 | Crime prediction for patrol routes generation using machine learning | Cesar B. Guevara and Matilde Santos |
GT – Applications
| ID | Title | Authors |
|---|---|---|
| 12 | Health Access Broker: Secure, Patient-Controlled Management of Personal Health Records in the Cloud | Zainab Abaid, Arash Shaghaghi, Ravin Gunawardena, Suranga Seneviratne, Aruna Seneviratne and Sanjay Jha |
| 14 | Short Message Multichannel Broadcast Encryption | Jose Luis Salazar, Jose Saldana, Julian Fernandez-Navajas, Jose Ruiz and Guillermo Azuara |
| 18 | Cybersecurity Overview of a Robot As a Service Platform | Laura Fernández Becerra, David Fernández González, Ángel Manuel Guerrero-Higueras, Francisco J Rodríguez Lera and Camino Fernández-Llamas |
| 24 | Probabilistic and timed analysis of security protocols | Olga Siedlecka-Lamch |
| 25 | Domain Knowledge: Predicting the Kind of Content Hosted by a Domain | Suriyan Laohaprapanon and Gaurav Sood |
| 32 | Evidence Identification and Acquisition based on Network Hidden Link in Internet of Things (IoT) Environments | Saad Khalid Alabdulsalam, Trung Q. Duong, Kim-Kwang Raymond Choo and Nhien-An Le-Khac |
| 55 | Proposition of Innovative and Scalable Information System for Call Detail Records Analysis and Visualisation | Rafał Kozik, Michal Choras and Marek Pawlicki |
| 59 | Automatic Detection of Sensitive Information in Educative Social Networks | Víctor Botti Cebriá, Elena Del Val Noguera and Ana Maria García Fornes |
Special Session: Fake News Detection and Prevention
| ID | Title | Authors |
|---|---|---|
| 15 | Detection of Articial Images and Changes in Real Images using Convolutional Neural Networks | Mariusz Kubanek, Kamila Bartłomiejczyk and Janusz Bobulski |
| 20 | Distributed Architecture for Fake News Detection | Rafał Kozik, Michal Choras, Sebastian Kula and Marek Pawlicki |
| 21 | Multi-stage News-stance Classification Based on Lexical and Neural Features | Fuad Mire Hassan and Mark Lee |
| 47 | Fake news detection. Do complex problems need complex solutions? | Ignacio Palacio Marín and David Arroyo |
| 67 | Application of the BERT-based Architecture in Fake News Detection | Sebastian Kula, Michal Choras and Rafał Kozik |
Special Session: Mathematical methods and models in Cybersecurity
| ID | Title | Authors |
|---|---|---|
| 3 | Simulating malware propagation with different infection rates | Jose Diamantino Hernández and Angel Martin Del Rey |
| 9 | A data quality assessment model and its application to cybersecurity data sources | Noemí DeCastro-García and Enrique Pinto |
| 19 | Towards forecasting time-series of cyber-security data aggregates | Miguel Carriegos and Ramón Ángel Fernández Díaz |
| 58 | Hybrid approximate convex hull one-class classifier for an industrial plant | Iago Núñez, Esteban Jove, José-Luis Casteleiro-Roca, Héctor Quintián, Francisco Zayas-Gato, Dragan Simic and José Luis Calvo-Rolle |
Special Session: Measurements for a dynamic cyber-risk assessment
| ID | Title | Authors |
|---|---|---|
| 7 | Traceability and Accountability in Autonomous Agents | Francisco J Rodríguez Lera, Miguel Ángel González-Santamarta, Angel Manuel Guerrero-Higueras, Francisco Martín Rico and Vicente Matellan |
| 29 | The Order of the Factors DOES Alter the Product: Cyber Resilience Policies’ Implementation Order | Juan Francisco Carias, Marcos R. S. Borges, Leire Labaka, Saioa Arrizabalaga and Josune Hernantes |
| 30 | Deep Learning Defenses Against Adversarial Examples for Dynamic Risk Assessment | Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Ines Goicoechea-Telleria and Raul Orduna-Urrutia |
| 44 | A new approach for dynamic and risk-based data anonymization | Lilian Adkinson Orellana, Pablo Dago Casas, Marta Sestelo and Borja Pintos Castro |
Special Session: Cibersecurity in a Hybrid Quantum World
| ID | Title | Authors |
|---|---|---|
| 22 | An innovative linear complexity computation for cryptographic sequences | Jose Luis Martin-Navarro, Amparo Fuster-Sabater and Sara D. Cardell |
| 39 | Randomness analysis for GSS-sequences concatenated | Sara Díaz Cardell, Amparo Fúster-Sabater, Amalia Beatriz Orúe López and Verónica Requena Arévalo |
| 40 | Study of the reconciliation mechanism of NewHope | Víctor Gayoso Martínez, Luis Hernandez Encinas and Agustin Martin Muñoz |
| 41 | Securing blockchain with Quantum Safe Cryptography: when and how? | Veronica Fernandez, Amalia Orúe and David Arroyo |
| 49 | Blockchain in Education: New challenges | Wilson Mauro Rojas Reales, Víctor Gayoso Martínez and Araceli Queiruga Dios |
Special Session: Anomaly/Intrusion Detection
| ID | Title | Authors |
|---|---|---|
| 6 | Impact of Generative Adversarial Networks on NetFlow-based Traffic Classification | Maximilian Wolf, Markus Ring and Dieter Landes |
| 11 | Hybrid Model for Improving the Classification Effectiveness of Network Intrusion Detection | Vibekananda Dutta, Michal Choras, Rafal Kozik and Marek Pawlicki |
| 16 | Adaptive Approach for Density-Approximating Neural Network Models for Anomaly Detection | Martin Flusser and Petr Somol |
| 17 | Systematic mapping of detection techniques for Advanced Persistent Threats | David Sobrín Hidalgo, Adrián Campazas Vega, Ángel Manuel Guerrero-Higueras, Francisco J Rodríguez Lera and Camino Fernández-Llamas |
| 57 | Neural network analysis of PLC traffic in smart city street lighting network | Tomasz Andrysiak and Łukasz Saganowski |
| 68 | Beta-Hebbian Learning for Visualizing Intrusions in Flows | Héctor Quintián, Esteban Jove, José-Luis Casteleiro-Roca, Daniel Urda, Angel Arroyo, José Luis Calvo-Rolle, Álvaro Herrero and Emilio Corchado |
| 65 | Detecting Intrusion via Insider Attack in Database Transactions by Learning Disentangled Representation with Deep Metric Neural Network | Gwang Myong Go, Seok Jun Bu and Sung Bae Cho |