40 citations · 86 across the 17 of their papers we have counts for
20 papers
Machine Learning and Deep Learning Techniques used in Cybersecurity and Digital Forensics: a Review
Jaouhar Fattahi
In the paced realms of cybersecurity and digital forensics machine learning (ML) and deep learning (DL) have emerged as game changing technologies that introduce methods to identif…
Impact of Feature Encoding on Malware Classification Explainability
Elyes Manai, Mohamed Mejri, Jaouhar Fattahi
This paper investigates the impact of feature encoding techniques on the explainability of XAI (Explainable Artificial Intelligence) algorithms. Using a malware classification data…
FPGA Implementation of SIMON-128 Cryptographic Algorithm Using Artix-7
Ridha Ghayoula, Jaouhar Fattahi, Amor Smida +3
FPGA is a hardware architecture based on a matrix of programmable and configurable logic circuits thanks to which a large number of functionalities inside the device can be modifie…
Damaged Fingerprint Recognition by Convolutional Long Short-Term Memory Networks for Forensic Purposes
Jaouhar Fattahi, Mohamed Mejri
Fingerprint recognition is often a game-changing step in establishing evidence against criminals. However, we are increasingly finding that criminals deliberately alter their finge…
SpaML: a Bimodal Ensemble Learning Spam Detector based on NLP Techniques
Jaouhar Fattahi, Mohamed Mejri
In this paper, we put forward a new tool, called SpaML, for spam detection using a set of supervised and unsupervised classifiers, and two techniques imbued with Natural Language P…
Towards a reliable approach on scaling in data acquisition
Nicolae Paraschiv, Emil Pricop, Jaouhar Fattahi +1
Data acquisition is an important process in the functioning of any control system. Usually, the acquired signal is analogic, representing a continuous physical measure, and it shou…