Daniel Gibert

The rise of machine learning for detection and classification of malware: Research developments, trends and challenges

Daniel Gibert, Carles Mateu, Jordi Planes · Journal of Network and Computer Applications · 2020 · 579 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Using convolutional neural networks for classification of malware represented as images

Daniel Gibert, Carles Mateu, Jordi Planes et al. · Journal of Computer Virology and Hacking Techniques · 2018 · 230 citations

Convolutional Neural Network, Image Classification, Image Analysis +11

HYDRA: A multimodal deep learning framework for malware classification

Daniel Gibert, Carles Mateu, Jordi Planes · Computers & Security · 2020 · 130 citations

Malware Classification, Machine Learning, Engineering +4

Classification of Malware by Using Structural Entropy on Convolutional Neural Networks

Daniel Gibert, Carles Mateu, Jordi Planes et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 77 citations · Full text

Engineering, Machine Learning, Evasion Technique +20

Fusing feature engineering and deep learning: A case study for malware classification

Daniel Gibert, Jordi Planes, Carles Mateu et al. · Expert Systems with Applications · 2022 · 72 citations · Full text