6th International Conference on Machine Learning for Networking (MLN'2023)
Preliminary program
Tuesday November 28th, 2023
09:00 — Registration
10:00 — Conference opening
10:15 — Session 1
Session chair: Éric Renault
Machine Learning for IoT Devices Security Reinforcement
Philippe Ea, Jiahui Xiang, Osman Salem and Ahmed Mehaoua (Centre Borelli, UMR 9010, Université Paris Cité, France)
All Attentive Deep Conditional Graph Generation for Wireless Network Topology Optimization
Felix Marcoccia, Paul Mühlethaler, Cedric Adjih (INRIA, France)
Enhancing Social Media Profile Authenticity Detection: A Bio-Inspired Algorithm Approach
Nadir Mahammed, Badia Klouche, Imène Saidi, Miloud Khaldi (LabRI-SBA Laboratory, Ecole Supérieure en Informatique Sidi Bel Abbes, Algeria) and Fahsi Mahmoud (EEDIS Dilali Liabes University of Sidi Bel Abbes, Algeria)
DinatraX : a DNA-based Network Anomalies Detection
Christophe Maudoux and Selma Boumerdassi (Conservatoire National des Arts et Métiers, France)
12:00 — Lunch break
14:00 — Keynote 1
Session chair: Paul Mühlethaler
Large Language Models for wireless: The Next Revolution
Merouane Debbah (Khalifa University, Abu Dhabi, UAE)
15:00 — Coffee break
15:30 — Session 2
Session chair: Paul Mühlethaler
Deep Learning-Based Detection of Suspicious Activity in Outdoor Home Surveillance
Hamid Reza Tohidypour, Tala Bazzaza, Yixiao Wang, Panos Nasiopoulos, Vincent Sastra, Bowei Ren, Elbert Ng, Sebastian Gonzalez and Andrew Shieh (The University of British Columbia, Canada)
Detecting Abnormal Authentication Delays in Identity and Access Management using Machine Learning
Jiahui Xiang, Osman Salem and Ahmed Mehaoua (Centre Borelli, UMR 9010, Université Paris Cité, France)
SIP-DDoS: SIP Framework for DDoS Intrusion Detection based on Recurrent Neural Networks
Oussama Sbai, Benjamin Allaert, Patrick Sondi, Ahmed Meddahi (IMT Nord Europe, France)
Deep Reinforcement Learning for multiobjective Scheduling in Industry 5.0 Reconfigurable Manufacturing Systems
Madani Bezoui, Abdelfatah Kermali (CESI LINEACT, France), Ahcene Bounceur (KFUPM, ICS Department, Saudi Arabia), Saeed Mian Qaisar (CESI, LINEACT, France) and Abdulaziz Turki Almaktoom (Effat University, Saudi Arabia)
19:45 — Conference dinner
It will take place on riverboat Le Capitaine Fracasse.
The access map is available here.
Wednesday November 29th, 2023
09:30 — Keynote 2
Session chair: Leila Saidane
IoT Smart Systems for Livable Smart Cities and Communities
Mohsen Guizani (MBZUAI, UAE)
10:30 — Coffee break
10:45 — Session 3
Session chair: Leila Saidane
Toward a digital twin IoT for the validation of AI algorithms in smart-city applications
Hamza Ngadi (Lab-STICC UBO, France), Ahcene Bounceur (KFUPM, ICS Department, Saudi Arabia), Madani Bezoui (CESI, France), Laaziz Lahlou (Ecole de Technologie Superieure, Canada), Mohammad Hammoudeh (KFUPM, ICS Department, Saudi Arabia), Nadjia Kara (Ecole de Technologie Superieure, Canada) and Laurent Nana (Lab-STICC UBO, France)
Data Summarization for Federated Learning -- Best paper
Julianna Devillers (ISAE and LAAS-CNRS, France), Olivier Brun and Balakrishna Prabhu (LAAS-CNRS, France)
ML Comparison : Countermeasure prediction using radio internal metrics for BLE radio
Morgane Joly (NXP and ESIEE Paris, France), Éric Renault (ESIEE Paris, France) and Fabian Rivière (NXP, France)
12:00 — Lunch break
14:00 — Keynote 3
Session chair: Hassan El Ghazi
Building Digital Twins for Smart-cities and Intelligent Infrastructures
Ahcene Bounceur (KFUPM University, Dhahran, Saudi Arabia)
15:00 — Coffee break
15:15 — Session 4
Session chair: Hassan El Ghazi
Towards Road Profiling with Cooperative Intelligent Transport Systems
Mohamed-Lamine Benzagouta (Universite Gustave Eiffel, France), Hacene Fouchal (Universite de Reims Champagne-Ardenne, France), Hasnaâ Aniss, El Faouzi Nour-Eddin (Université Gustave Eiffel, France) and Emilien Bourdy (Université de Reims Champagne-Ardenne, France)
Machine Learning to Model the Risk of Alteration of historical buildings
Baptiste Petit, Emilie Huby, Celine Schneider, Patricia Vazquez, Cyril Rabat and Hacene Fouchal (Universite de Reims Champagne-Ardenne, France)
Detecting Virtual Harassment in Social Media Using Machine Learning
Lina Feriel Benassou, Safa Bendaouia, Osman Salem and Ahmed Mehaoua (Centre Borelli, UMR 9010, Université Paris Cité, France)
Leverage data security policies complexity for users: an end-to-end storage service management in the Cloud based on ABAC attributes
Nicolas Greneche (University of Sorbonne Paris North, France), Frederic Andres (National Institute of Informatics, Japan), Shihori Tanabe (National Institute of Health Sciences, Japan), Andreas Pester (Faculty of Informatics and Computer Science, AI Group, Egypt), Hesham H. Ali (University of Nebraska at Omaha, USA), Amgad Abdallah (Faculty of Informatics and Computer Science, AI Group, Egypt) and Dominique Bascle (University of Sorbonne Paris North, France)
Thursday November 30th, 2023
09:30 — Keynote 4
Session chair: Ferhat Khendec
The Art of the Possible with Machine Learning in IoMTs
Osman Salem (University Paris Cité, France)
10:30 — Coffee break
10:45 — Session 5
Session chair: Ferhat Khendec
Study of Masquerade Attack in VANETs with machine learning
Yasmine Chaouche (École nationale Supérieure d’Informatique, Algeria), Éric Renault (ESIEE Paris, France) and Ryma Boussaha (École nationale Supérieure d’Informatique, Algeria)
A Control Scheme for In-Network Federated Learning Service
Nour El Houda Yellas (CNAM, France)
A novel Image Encryption Technique using Modified Grain-128
Aissa Belmeguenai, Djamel Herbadji (Laboratoire de Recherche en Electronique de Skikda, Université 20 Août 1955- Skikda, Algeria) and Selma Boumerdassi (Conservatoire National des Arts et Métiers, France)
Transformation Network Model for Ear Recognition
Aimee Booysens and Serestina Viriri (University of KwaZulu-Natal, South Africa)
Cybersecurity analytics: Toward an efficient ML-based Network Intrusion Detection System (NIDS)
Tariq Mouatassim, Hassan El Ghazi (National Institute of Posts and Telecommunications, Morocco), Khadija Bouzaachane (Cadi Ayyad University, FST Marrakesh, Morocco), El Mahdi El Guarmah (Royal Moroccan Air Force Academy, Morocco) and Iyad Lahsen-Cherif (National Institute of Posts and Telecommunications, Morocco)