• Federated Learning Approaches Towards Intrusion Detection in Industrial Internet of Things 

      Sáez-de-Cámara, Xabier (Mondragon Unibertsitatea. Goi Eskola Politeknikoa, 2023)
      Intrusion detection refers to methods for determining whether a computer system or network has been compromised or is currently under attack. Multiple types of intrusion detection systems exist according to the technologies ...
    • Industrial Cyber-Physical System Evolution Detection and Alert Generation 

      Sagardui, Goiuria (MDPI AG, 2019)
      Industrial Cyber-Physical System (ICPS) monitoring is increasingly being used to make decisions that impact the operation of the industry. Industrial manufacturing environments such as production lines are dynamic and ...
    • Practical approaches towards IoT dataset generation for security experiments 

      Sáez de Cámara Garcia, Xabier; Flores Barroso, Jose Luis; Arellano Bartolomé, Cristóbal; Urbieta Artetxe, Aitor; Garitano, Iñaki; Zurutuza, Urko (Elsevier, 2025)
      The cybersecurity field has been steadily adopting rapid advances in artificial intelligence (AI) and machine learning (ML) techniques for various purposes, such as threat detection and response, with promising results. ...