Daniel Gibert
Daniel Gibert
postdoctoral researcher, University of Lleida
Verified email at diei.udl.cat
Title
Cited by
Cited by
Year
The rise of machine learning for detection and classification of malware: Research developments, trends and challenges
D Gibert, C Mateu, J Planes
Journal of Network and Computer Applications 153, 102526, 2020
1112020
Convolutional neural networks for malware classification
D Gibert
Universitat Politècnica de Catalunya. Facultat d'Informàtica de Barcelona …, 2016
100*2016
Using convolutional neural networks for classification of malware represented as images
D Gibert, C Mateu, J Planes, R Vicens
Journal of Computer Virology and Hacking Techniques 15 (1), 15-28, 2019
532019
Classification of malware by using structural entropy on convolutional neural networks
D Gibert, C Mateu, J Planes, R Vicens
Proceedings of the Thirty-Second Conference on Artificial Intelligence …, 2018
252018
HYDRA: A Multimodal Deep Learning Framework for Malware Classification
D Gibert, C Mateu, J Planes
Journal of Computers & Security, 2020
142020
An end-to-end deep learning architecture for classification of malware’s binary content
D Gibert, C Mateu, J Planes
International Conference on Artificial Neural Networks, 383-391, 2018
142018
A Hierarchical Convolutional Neural Network for Malware Classification
D Gibert, C Mateu, J Planes
International Joint Conference on Neural Networks (IJCNN) 2019 Budapest …, 2019
132019
Convolutional neural networks for classification of malware assembly code
D Gibert, C Mateu, J Planes, D Solis, R Vicens
Recent Advances in Artificial Intelligence Research and Development …, 2017
132017
Orthrus: A Bimodal Learning Architecture for Malware Classification
D Gibert, C Mateu, J Planes
Proceedings of the International Joint Conference on Neural Networks (IJCNN …, 2020
22020
A computer-implemented method, a system and a computer program for identifying a malicious file
D Solís, G Cervelló, À Puigventós, D Gibert, J Planes, T Alsinet, C Mateu
WO Patent WO2021018929A1, 2021
2021
Argumentation Reasoning with Graph Neural Networks for Reddit Conversation Analysis
T Alsinet, J Argelich, R Béjar, D Gibert, J Planes, N Torrent
Artificial Intelligence Research and Development, 123-131, 2021
2021
Auditing static machine learning anti-malware tools against metamorphic attacks
D Gibert, C Mateu, J Planes, J Marques-Silva
Journal Computers & Security 102, 102159, 2021
2021
Going Deep into the Cat and the Mouse Game: Deep Learning for Malware Classification
D Gibert
University of Lleida, 2020
2020
An Android Malware Detection Framework Using Graph Embeddings and Convolutional Neural Networks.
D Gibert, A Lamas, R Martins, C Mateu, J Planes
Proceedings of the 22nd International Conference of the Catalan Association …, 2019
2019
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Articles 1–14