Seifeddine Messaoud

According to our database, Seifeddine Messaoud authored at least 27 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

FFGSM: A Novel Fuzzy Logic-Based FGSM Attack for Deep Neural Networks Vulnerability Assessment.

Oumaima Liouane, Seifeddine Messaoud

IEEE Trans. Fuzzy Syst., June, 2026

Performance Evaluation of Advanced YOLOv10 and YOLOv11 Architectures for Object Detection in Autonomous Driving Scenarios.

Safa Teboulbi, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Abdellatif Mtibaa

IEEE Trans. Computers, May, 2026

Low-latency QYOLOv10-based FPGA implementation for real-time object detection.

Oumayma Bel Haj Salah, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Noureddine Liouane

Integr., 2026

2025

Post-training quantization for efficient FPGA-based neural network acceleration.

Oumayma Bel Haj Salah, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Noureddine Liouane

Integr., 2025

Efficient Post-Training Quantization for FPGA-Based Neural Networks.

Oumayma Bel Haj Salah, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Noureddine Liouane

Proceedings of the International Conference on Control, Automation and Diagnosis, 2025

Fine-Tuned Yolo V-10X: Real-Time Object Detection for Autonomous Vehicles Under Multiple Weather Conditions.

Safa Teboulbi, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Abdellatif Mtibaa

Proceedings of the 22nd IEEE International Multi-Conference on Systems, Signals & Devices, 2025

Robust Optimization-based Neural Architectures Against Adversarial Attacks.

Khaoula Ben Ali, Seifeddine Messaoud, Mohamed Ali Hajjaji, Mohamed Atri, Noureddine Liouane

Proceedings of the 22nd IEEE International Multi-Conference on Systems, Signals & Devices, 2025

2024

Implementation of an improved multi-object detection, tracking, and counting for autonomous driving.

Adnen Albouchi, Seifeddine Messaoud, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa

Multim. Tools Appl., May, 2024

Fpga-based SoC design for real-time facial point detection using deep convolutional neural networks with dynamic partial reconfiguration.

Safa Teboulbi, Seifeddine Messaoud, Mohamed Ali Hajjaji, Abdellatif Mtibaa, Mohamed Atri

Signal Image Video Process., 2024

2023

DTL-I-ResNet18: facial emotion recognition based on deep transfer learning and improved ResNet18.

Rabie Helaly, Seifeddine Messaoud, Soulef Bouaafia, Mohamed Ali Hajjaji, Abdellatif Mtibaa

Signal Image Video Process., 2023

Secure Convolutional Neural Network-Based Internet-of-Healthcare Applications.

Lazhar Khriji, Soulef Bouaafia, Seifeddine Messaoud, Ahmed Chiheb Ammari, Mohsen Machhout

IEEE Access, 2023

Enhanced CNN Security based on Adversarial FGSM Attack Learning: Medical Image Classification.

Lazhar Khriji, Seifeddine Messaoud, Soulef Bouaafia, Ahmed Chiheb Ammari, Mohsen Machhout

Proceedings of the 20th International Multi-Conference on Systems, Signals & Devices, 2023

2022

Deep CNN Co-design for HEVC CU Partition Prediction on FPGA-SoC.

Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi

Neural Process. Lett., 2022

Deep learning-based video quality enhancement for the new versatile video coding.

Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Olfa Ben Ahmed, Fatma Ezahra Sayadi

Neural Comput. Appl., 2022

Deep convolutional neural networks-based Hardware-Software on-chip system for computer vision application.

Seifeddine Messaoud, Soulef Bouaafia, Amna Maraoui, Ahmed Chiheb Ammari, Lazhar Khriji, Mohsen Machhout

Comput. Electr. Eng., 2022

2021

Machine Learning for Automatic Machine-to-Machine (M2M) Communication in 5G. (Apprentissage Automatique pour la Communication Machine à Machine (M2M) Autonome dans la 5G).

Seifeddine Messaoud

PhD thesis, 2021

Deep Federated Q-Learning-Based Network Slicing for Industrial IoT.

Seifeddine Messaoud, Abbas Bradai, Olfa Ben Ahmed, Pham Tran Anh Quang, Mohamed Atri, M. Shamim Hossain

IEEE Trans. Ind. Informatics, 2021

Real-Time Implementation of AI-Based Face Mask Detection and Social Distancing Measuring System for COVID-19 Prevention.

Safa Teboulbi, Seifeddine Messaoud, Mohamed Ali Hajjaji, Abdellatif Mtibaa

Sci. Program., 2021

Complexity Analysis of New Future Video Coding (FVC) Standard Technology.

Soulef Bouaafia, Randa Khemiri, Seifeddine Messaoud, Fatma Ezahra Sayadi

Int. J. Digit. Multim. Broadcast., 2021

VVC In-Loop Filtering Based on Deep Convolutional Neural Network.

Soulef Bouaafia, Seifeddine Messaoud, Randa Khemiri, Fatma Ezahra Sayadi

Comput. Intell. Neurosci., 2021

COVID-19 Recognition Based on Patient's Coughing and Breathing Patterns Analysis: Deep Learning Approach.

Lazhar Khriji, Ahmed Chiheb Ammari, Seifeddine Messaoud, Soulef Bouaafia, Amna Maraoui, Mohsen Machhout

Proceedings of the 29th Conference of Open Innovations Association, 2021

In-Depth Performance Evaluation of Network Slicing Strategies in Large Scale Industry 4.0.

Seifeddine Messaoud, Samir Dawaliby, Abbas Bradai, Mohamed Atri

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

PYNQ FPGA Hardware implementation of LeNet-5-Based Traffic Sign Recognition Application.

Amna Maraoui, Seifeddine Messaoud, Soulef Bouaafia, Ahmed Chiheb Ammari, Lazhar Khriji, Mohsen Machhout

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

Deep Pre-trained Models for Computer Vision Applications: Traffic sign recognition.

Soulef Bouaafia, Seifeddine Messaoud, Amna Maraoui, Ahmed Chiheb Ammari, Lazhar Khriji, Mohsen Machhout

Proceedings of the 18th International Multi-Conference on Systems, Signals & Devices, 2021

2020

Online GMM Clustering and Mini-Batch Gradient Descent Based Optimization for Industrial IoT 4.0.

Seifeddine Messaoud, Abbas Bradai, Emmanuel Moulay

IEEE Trans. Ind. Informatics, 2020

A survey on machine learning in Internet of Things: Algorithms, strategies, and applications.

Seifeddine Messaoud, Abbas Bradai, Syed Hashim Raza Bukhari, Pham Tran Anh Quang, Olfa Ben Ahmed, Mohamed Atri

Internet Things, 2020

Distributed Q-learning based-Decentralized Resource Allocation for Future Wireless Networks.

Seifeddine Messaoud, Abbas Bradai, Mohamed Atri

Proceedings of the 17th International Multi-Conference on Systems, Signals & Devices, 2020