Publications (13) Lorenzo Fernandez Maimo publications View referenced research data.

filter_list Cryptography and Security

2025

  1. Detection of Adversarial Attacks Using Deep Learning and Features Extracted From Interpretability Methods in Industrial Scenarios

    IEEE Access, Vol. 13, pp. 2705-2722

2024

  1. Advancing Threat Detection in Fog Computing: A Comprehensive Approach to Real-Time Analysis and Model Generation

    2024 9th International Conference on Fog and Mobile Edge Computing, FMEC 2024

2023

  1. VAASI: Crafting valid and abnormal adversarial samples for anomaly detection systems in industrial scenarios

    Journal of Information Security and Applications, Vol. 79

2022

  1. A Methodology for Evaluating the Robustness of Anomaly Detectors to Adversarial Attacks in Industrial Scenarios

    IEEE Access, Vol. 10, pp. 124582-124594

2021

  1. AuthCODE: A privacy-preserving and multi-device continuous authentication architecture based on machine and deep learning

    Computers and Security, Vol. 103

  2. Crafting adversarial samples for anomaly detectors in industrial control systems

    Procedia Computer Science

2020

  1. BEHACOM - a dataset modelling users’ behaviour in computers

    Data in Brief

  2. Cyberattacks on Miniature Brain Implants to Disrupt Spontaneous Neural Signaling

    IEEE Access, Vol. 8, pp. 152204-152222

2019

  1. Intelligent and Dynamic Ransomware Spread Detection and Mitigation in Integrated Clinical Environments

    Sensors (Basel, Switzerland), Vol. 19, Núm. 5

  2. On the Generation of Anomaly Detection Datasets in Industrial Control Systems

    IEEE Access, Vol. 7, pp. 177460-177473

2018

  1. A Self-Adaptive Deep Learning-Based System for Anomaly Detection in 5G Networks

    IEEE Access, Vol. 6, pp. 7700-7712

  2. Improving the Security and QoE in Mobile Devices through an Intelligent and Adaptive Continuous Authentication System

    Sensors (Basel, Switzerland), Vol. 18, Núm. 11

2017

  1. On the performance of a deep learning-based anomaly detection system for 5G networks

    2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017 - Conference Proceedings