## STWiMob'2025: Eighteen International Workshop on Selected Topics in Mobile and Wireless Computing - 2025 - Program

#### Monday, October 20

### Monday, October 20 9:00 - 10:30

#### ST1: UAVs, Autonomous Vehicles & 6G

Room 1
Chairs: Giovanni Grieco (Piksel Srl, Italy & Politecnico di Bari, Italy), Arcangela Rago (Politecnico di Bari, Italy)

Explainable Machine Learning for Environment-Aware Channel State Prediction in UAV-Based 6G Networks
  Ladan Gholami (University of Pisa & National Research Council (CNR), Italy); Pietro Ducange (University of Pisa, Italy); Arcangela Rago (Politecnico di Bari, Italy); Pietro Cassarà (National Research Council (CNR) at Pisa, Italy); Alberto Gotta (ISTI-CNR, Italy & CNIT, Italy)
Adaptive Communication for Joint Trajectory and RRM in MADRL-Based UAV Networks
  Danila Ferretti (La Sapienza, University of Rome & WiLab, CNIT, Italy); Leonardo Spampinato, Enrico Testi and Chiara Buratti (University of Bologna, Italy); Riccardo Marini (CNIT, National Laboratory of Wireless Communications (WiLab), Italy)
An Indoor Experimental Testbed for 5G-Based UAV Control and Communication
  Salvatore Carbonara, Daniele Pugliese, Enrico Boffetti, Fabrizio Greco and Barbara Didonna (Politecnico di Bari, Italy); Giovanni Grieco (Piksel Srl, Italy & Politecnico di Bari, Italy); Alessio Fascista and Luigi Alfredo Grieco (Politecnico di Bari, Italy)
Enhancing Vehicular Communication with Predictive Quality of Service: A Real-World Proof of Concept
  Maroua Drissi (Orange Research, France)

#### ST2: IoT Security & Intrusion Detection

Room 2
Chair: Habib M Ammari (Texas A&M International University, USA)

A Feature-aware Adaptive Ensemble Framework for IoT Intrusion Detection Systems
  Youssef Laraig (University of Sherbrooke, Canada & National Institute of Posts and Telecommunications, Rabat, Morocco); Yann Ben Maissa (INPT, Morocco); Sebastien Roy (University of Sherbrooke, Canada); Pierre-Martin Tardif (Université de Sherbrooke, Canada); Brahim El Bhiri (Harmony Technologie, Morocco)
A Scalable And Efficient Intrusion Detection System Based On A Shapley Value Driven Feature Selection
  Giovanni Rocca (University of Calabria (UNICAL), Italy); Mattia Giovanni Spina and Floriano De Rango (University of Calabria, Italy)
Secure Split and Classification Mechanism for LoRa Networks Against Active and Reactive Interference Attacks
  Dario O. Delgado, Floriano De Rango and Pasquale Pace (University of Calabria, Italy)
Securing Connected and Autonomous Vehicles with Sliding Window-based False Information Tracing
  Abinash Borah and Anirudh Paranjothi (Oklahoma State University, USA)

#### ST3: Federated & Distributed Learning

Room 3
Chair: Khalil Ibrahimi (University of IBN Tofail, Morocco & Tofail University, Morocco)

TCHIA-FedPer: An Edge Online Federated Learning and IoT Based for High Precision Smart Agriculture
  Fatoumata Y. Sokona (None, Mali); Tidiane Sylla (Université Gustave Eiffel, France & USTTB, Mali); Harouna Sangaré (LaMIA, USTTB, Mali); Yannis Formery (Gustave Eiffel University, France); Boureima Cissé (USTTB, Mali); Oumar Y. Maiga (LaMIA, USTTB, Mali)
XFL-Q: Communication-Efficient Federated Learning with Layer-wise Quantization for IoT
  Rachid EL Mokadem (STRS Lab, National Institute of Posts and Telecommunications, Rabat, Morocco); Yann Ben Maissa (INPT, Morocco)
Secure V2P Risk Prediction: A Decentralized Federated Deep Learning Approach
  Rihab Hmaied (InnovCom, Tunisia)
AI-Driven Optimisation for Mobile Behavioural Biometrics Continuous Authentication
  Mustafa Al Samara (University of Haute-Alsace - IRIMAS, France & Joaan Bin Jassim Academy for Defence Studies, Qatar); Ismail Bennis (University of Haute Alsace, France); Marc Gilg (University of Haute-Alsace, France); Bouziane Brik (University of Sharjah, United Arab Emirates & University of Bourgogne, France); Abdelhafid Abouaissa (University of Haute Alsace, France)

### Monday, October 20 11:00 - 12:30

#### N2WOMEN Panel: AI/ML for the Next Generation Wireless Networks

Room 1, Room 2, Room 3
Chairs: Francesca Meneghello (Northeastern University, USA), Arcangela Rago (Politecnico di Bari, Italy), Stefania Zinno (University of Naples Federico II, Italy)

### Monday, October 20 14:00 - 15:30

#### ST4: Wireless Sensor Networks & Spectrum

Room 1
Chair: Saadi Boudjit (University of Rouen Normandy, France)

Stochastic Connected k-Coverage in Planar Wireless Sensor Networks Using Optimal Hexagonal Tessellation
  Kalyan Nakka (Texas A&M University - College Station, USA); Habib M Ammari (Texas A&M International University, USA)
Comparative Analysis of KNN, RNG and K-RNG for Inter-Robot Communication
  Hazem Chaabi (Inria, France); Nathalie Mitton (Inria Lille - Nord Europe, France)
SHOLO: Similarity-based Reduction Scheme for Efficient Data Transmission and Energy Saving in Multimedia Sensor Networks
  Fouad Al Tfaily (Lebanese University, Lebanon); Chady Abou Jaoude (Antonine University & TICKET Lab, Lebanon); Hassan Harb (American University of the Middle East, Kuwait); Hussein Hazimeh (Lebanese University, Lebanon & Al Maaref University, Lebanon); Hassan Kanj (American University of the Middle East, Kuwait)
Enhanced Detection of Intermittent Primary User Signals for Cognitive Radio-IoT Networks with Markov-Chain Modeled BPSK
  Khadija Lahrouni (Caddi Ayyad University, Morocco & Nantes Université, Morocco); Hayat Semlali (Cadi Ayyad University, Morocco); Guillaume Andrieux and Jean-Francois F Diouris (Nantes Université & IETR Laboratory, France); Abdelilah Ghammaz (Cady Ayyad University, Morocco)

#### ST5: AI, Large Language Models & Cloud Trust

Room 2
Chair: Hayat Semlali (Université Cadi Ayyad, Morocco)

A Multi-Agent Framework for Natural Language-Driven Network Simulation
  Alberto Salvatore Colletto, Paolo Bonelli Bassano and Alessio Viticchié (AlphaWaves Srl, Italy); Alessandro Aliberti (Politecnico di Torino, Italy)
WiFiQnA: a WiFi Dataset for Large Language Models
  Anouar Zouhri (National Institute of Posts and Telecommunications, Morocco); Lynda Zitoune (L2S Paris Saclay University, France); Iyad Lahsen-Cherif (L'Institut National Des Postes et Télécommunications (INPT) Rabat, Morocco)
Towards Secure and Transparent Cloud Auditing: A Blockchain and IPFS-Driven Framework with Batch Verification
  Houaida Ghanmi (University of Manouba & Sorbonne Paris North University, Tunisia); Hajlaoui Nasreddine (University of Gabes, Tunisia); Haifa Touati (Hatem Bettahar IReSCoMath Research Lab & Hatem Bettahar IResCoMath Research Unit, Tunisia); Saadi Boudjit (University of Rouen Normandy, France); Mohamed Hadded (Abu Dhabi University, United Arab Emirates); Mohand Yazid Saidi (University of Paris 13, France); Paul Muhlethaler (INRIA, France)
Leveraging Packet Aggregation to Optimise QoS and Energy Trade-offs in 5G/6G Optical Fronthaul Networks
  Godlove Suila Kuaban (Institute of Theoretical & Applied Informatics Polish Academy of Sciences, Poland); Tulin Atmaca (IMT/Telecom SudParis, France); Zeynep Turgut (Istanbul Medeniyet University, Turkey); Tadeusz Czachorski (Institute of Theoretical and Applied Informatics of Polish Academy of Sciences, Poland); Piotr Czekalski (Silesian University of Technology, Poland)

### Monday, October 20 16:00 - 18:00

#### ST6: Edge Computing & Resource Allocation

Room 1
Chair: Khalil Ibrahimi (University of IBN Tofail, Morocco & Tofail University, Morocco)

Distributed Resource Allocation and Application Deployment in Mesh Edge Networks
  Antoine Bernard (Ecole Polytechnique de Montreal & Humanitas Solutions, Canada); Antoine Legrain (Polytechnique Montréal, Canada); Maroua Ben Attia (Humanitas Solutions, Canada); Abdo Shabah (HumanITas Solutions, Canada)
From Measurement to Materials: Cost-Aware Right-Sizing of Multi-Tier Edge Computing Infrastructures
  Massamaesso Narouwa, Leo Mendiboure and Sassi Maaloul (Université Gustave Eiffel, France); Hakim Badis (University of Gustave Eiffel, France); Dereje Mechal Molla (Gustave Eiffel University & COSYS-LEOST, France); Marion Berbineau (COSYS, Université Gustave Eiffel, IFSTTAR, Univ Lille & Railenium, France); Rami Langar (Ecole de Technologie Supérieure de Montréal, Canada & University Gustave Eiffel, France)
Distributed Hierarchical Slack-reduction in Slicing for railways FRMCS
  David Kule Mukuhi (University Gustave Eiffel, CNRS, LIGM, France & SNCF, France); Leo Mendiboure (Université Gustave Eiffel, France); Rami Langar (Ecole de Technologie Supérieure de Montréal, Canada & University Gustave Eiffel, France); Rodrigue Fargeon (SNCF, France); Sylvain Cherrier (Université Gustave Eiffel, France); Marion Berbineau (COSYS, Université Gustave Eiffel, IFSTTAR, Univ Lille & Railenium, France); Pierre-Yves Petton (SNCF, France)
Robust Resource Allocation in RSMA-based STAR-RIS-aided HAP Communication Networks with Imperfect SIC
  Zain Ali (HBKU Qatar, Qatar); Muhammad Asif (Jiangsu University, China); Saud Althunibat (Al-Hussein Bin Talal University, Jordan); Mazen Omar Hasna (Qatar University, Qatar); Khalid Qaraq (Hamad Bin Khalifa University, Qatar)
IRS-Assisted DECT-2020 NR framework for Ensuring URLLC Constraints in Industrial IoT
  Awais Bin Asif, Hassan Ahmad and Jürgen Peissig (Leibniz Universität Hannover, Germany)

#### Tuesday, October 21

### Tuesday, October 21 11:00 - 11:30

#### OP: WiMob 2025 Opening Ceremony

Room 1, Room 2, Room 3
Chairs: Abderrahim Benslimane (University of Avignon & LIA/CERI, France), Samuel Pierre (Ecole Polytechnique de Montreal, Canada)

### Tuesday, October 21 11:30 - 12:30

#### Keynote 1: Bridging Communication and Edge Intelligence through Machine Learning

Room 1, Room 2, Room 3
Chair: Samuel Pierre (Ecole Polytechnique de Montreal, Canada)

#### Wednesday, October 22

### Wednesday, October 22 11:30 - 12:30

#### Keynote 2: View on 6G from Nokia and European Flagship Hexa-X-II

Room 1, Room 2, Room 3
Chair: Abderrahim Benslimane (University of Avignon & LIA/CERI, France)