Browsing by Author "Antona Pizà, Héctor"
Now showing items 1-2 of 2
-
Deep-learning based detection for cyber-attacks in IoT networks: A distributed attack detection framework
Jullian Parra, Olivia; Otero Calviño, Beatriz; Rodríguez Luna, Eva; Gutiérrez Escobar, Norma; Antona Pizà, Héctor; Canal Corretger, Ramon (Springer Nature, 2023-02-04)
Article
Open AccessThe widespread use of smart devices and the numerous security weaknesses of networks has dramatically increased the number of cyber-attacks in the internet of things (IoT). Detecting and classifying malicious traffic is ... -
Low-cost training of image-to-image diffusion models with incremental learning and task/domain adaptation
Antona Pizà, Héctor; Otero Calviño, Beatriz; Tous Liesa, Rubén (2024-02-10)
Article
Open AccessDiffusion models specialized in image-to-image translation tasks, like inpainting and colorization, have outperformed the state of the art, yet their computational requirements are exceptionally demanding. This study ...