Application-Layer DoS attacks detection in Data-Plane-Programmable Networks using Machine Learning and P4 (Universitat Politècnica de Catalunya, 2023-09-08)
Covenantee: Politecnico di MilanoApplication layer DDoS attacks pose a significant threat to network infrastructures, requiring effective detection mechanisms to mitigate their impact. This thesis proposes a novel solution that leverages programmable ...
Sleep quality in individuals with post-COVID-19 condition: relation with emotional, cognitive and functional variables (Elsevier, 2024-02)
Open AccessThe study aimed to assess sleep quality in PCC patients and its predictors by analysing its relationship with emotional, cognitive and functional variables, as well as possible differences based on COVID-19 severity. We ...
Land, jet stream, and other atmospheric effects on burned area estimation during the South Asian heatwave of 2022 (2024-04)
Open AccessUnderstanding the key variables that characterise fire propagation is important for a better estimation of fire events and their impacts. This study uses machine learning combined with satellite remote sensing and atmospheric ...
(Institute of Electrical and Electronics Engineers (IEEE), 2023)
Open AccessNowadays, AI-based systems have achieved out-standing results and have outperformed humans in different domains. However, the processes of training AI models and inferring from them require high computational resources, ...