Search Results - "Moukafih, Youness"

Enhancing Cyber Threat Identification in Open-Source Intelligence Feeds through an Improved Semi-Supervised Generative Adversarial Learning Approach with Contrastive Learning by Cherqi, Othmane, Moukafih, Youness, Ghogho, Mounir, Benbrahim, Houda

“…Responding to the challenge of efficiently leveraging Open-source Threat Intelligence Feeds (OTIFs) to enhance organizational security, this paper presents an…”
Get full text

SuperConText: Supervised Contrastive Learning Framework for Textual representations by Moukafih, Youness, Sbihi, Nada, Ghogho, Mounir, Smaili, Kamel

“…In the last decade, Deep neural networks (DNNs) have been proven to outperform conventional machine learning models in supervised learning tasks. Most of these…”
Get full text

Supervised Contrastive Learning as Multi-Objective Optimization for Fine-Tuning Large Pre-Trained Language Models by Moukafih, Youness, Ghogho, Mounir, Smaili, Kamel

“…Recently, Supervised Contrastive Learning (SCL) has been shown to significantly outperform the well-known cross-entropy loss-based learning on most…”
Get full text

TD-RA policy-enforcement framework for an SDN-based IoT architecture by Lahlou, Sara, Moukafih, Youness, Sebbar, Anass, Zkik, Karim, Boulmalf, Mohammed, Ghogho, Mounir

“…Internet of Things (IoT) has been suffering from increasing security threats since many years which compromise the whole network security. Automating the…”
Get full text

Real-Time Infoveillance of Moroccan Social Media Users’ Sentiments towards the COVID-19 Pandemic and Its Management by Ghanem, Abdelghani, Asaad, Chaimae, Hafidi, Hakim, Moukafih, Youness, Guermah, Bassma, Sbihi, Nada, Zakroum, Mehdi, Ghogho, Mounir, Dairi, Meriem, Cherqaoui, Mariam, Baina, Karim

“…The impact of COVID-19 on socio-economic fronts, public health related aspects and human interactions is undeniable. Amidst the social distancing protocols and…”
Get full text

Supervised Contrastive Learning as Multi-Objective Optimization for Fine-Tuning Large Pre-trained Language Models by Moukafih, Youness, Ghogho, Mounir, Smaili, Kamel

“…Recently, Supervised Contrastive Learning (SCL) has been shown to achieve excellent performance in most classification tasks. In SCL, a neural network is…”
Get full text

Aggressive Driving Detection Using Deep Learning-based Time Series Classification by Moukafih, Youness, Hafidi, Hakim, Ghogho, Mounir

“…Driver aggressiveness is a major cause of traffic accidents. Aggressive driving detection is an important application in the field of intelligent…”
Get full text