no code implementations • 21 Feb 2024 • Moutaz Alazab, Ruba Abu Khurma, Pedro A. Castillo, Bilal Abu-Salih, Alejandro Martin, David Camacho
This paper proposes an Intrusion Detection System (IDS) employing the Harris Hawks Optimization algorithm (HHO) to optimize Multilayer Perceptron learning by optimizing bias and weight parameters.
1 code implementation • 17 Oct 2023 • Javier Huertas-Tato, Alejandro Martin, David Camacho
Additionally, we attain promising results on PAN verification challenges using a single dense layer, with our model serving as an embedding encoder.
1 code implementation • 30 Sep 2022 • Javier Huertas-Tato, Alvaro Huertas-Garcia, Alejandro Martin, David Camacho
The model is evaluated on these datasets, achieving zero-shot 72. 39\% and 86. 73\% accuracy and top-5 accuracy respectively on the joint evaluation dataset when determining authorship from a set of 250 different authors.
no code implementations • 7 Apr 2022 • Javier Huertas-Tato, Alejandro Martin, David Camacho
Our motivation is to provide a powerful resource to better understand Spanish Twitter and to be used on applications focused on this social network, with special emphasis on solutions devoted to tackle the spreading of misinformation in this platform.