NISS 2025

Conference Program

Date	Time	Event
Thursday, April 10, 2025	08:30 - 09:00	Registration
	09:00 - 10:00	Session 1, Session 2, Session 3, Session 4, Session 5 and Session 6 (Parallel Sessions)
	10:00 - 10:15	Coffee Break
	10:15 - 10:30	Opening Ceremony
	10:30 - 12:00	Keynote Speakers Session Prof. Dr. Khalil El-Khatib, Director, Institute for Cyber Security and Resilient Systems, Canada "On the Use of AI to Improve the Resiliency of Cyber-Physical Systems" Prof. Dr. Karim Bayna, ENSIAS, Morocco: "Ethical Considerations for Responsible AI" Dr. Sergeo, PcHall, Morocco : "De l’Université à la Cybersécurité : Parcours, Défis et Opportunités "
	12:30 - 12:45	Coffee Break
	12:45	Conference Closure
	14:00	Lunch
Friday, April 11, 2025	08:30 - 17:00	Social Event - Chefchaouen Visit (Breakfast and Lunch Included)

Chair: Prof. Badr-Eddine Boudriki Semlali

Thursday, April 10, 2025 | 9:00 - 10:00 | Room 1

ID 1 Drowsiness Detection System: A Comparative Study Based on SVM and AdaBoost Classifiers
Lahkime, Sara; Elaachak, Lotfi; Ben Abdel Ouahab, Ikram
ID 3 AI-Driven Innovations in Autonomous Drones: A Thorough Review of Security, Navigation, and Multi-Sensor Technologies
Dadi, Soukaina; Lachgar, Mohamed; Hrimech, Hamid; Kartit, Ali
ID 5 Generative AI Applied on Medicine: Vertigo as Case of Study
Khaddor, Ranya; Amrani, Mahacine; Bakkali Yedri, Othman
ID 41 -AI-Enhanced Data Extraction Models for Scalable and Efficient Distributed Architecture
Chaymae Sbihi, Boudhir Anouar Abdelhakim, Ben Ahmed mohamed, Fellah Ayoub, Aziz Mahboub

Chair: Prof. Ikram Benabdelouahab

Thursday, April 10, 2025 | 9:00 - 10:00 | Room 2

ID 16 A Machine Learning Approach for DDoS Attack Detection in OneM2M Architecture: Impact on Quality of Service Parameters
Zyane, Abdellah; Et-Tousy, Jamal; Jamiri, Hamza
ID 38 Modeling Cyber Attacks and Resource Optimization for Enhancing Cyber Resilience
Zakariae REJOUANI Saiida LAZAARand Youssef SBAYTRI
ID 37 Explainable Artificial Intelligence for Ransomware Detection
Ouerdi, Noura
ID 40 Securing UAV Communication Systems: Architectures, attacks and Solutions
Mouad Moustahcine and Tomadir Mazri

Chair: Prof. Asaad CHAHBOUN

Thursday, April 10, 2025 | 9:00 - 10:00 | Room 3

ID 19 Stress Prediction in Modern Life Using Machine Learning Algorithms
Mouadili, Merouane; En-Naimi, Elmokhtar; Kouissi, Mohamed
ID 21 Classification of Ocular Diseases Using AlexNet & MobileNet
El Harti, Manal
ID 7 Pipeline Optimization in MLOps: A Review of Approaches and Current Challenges
Bader Benhirt ,Mohamed LACHGAR ,Rahhal ERRATTAHI
ID 25 Leveraging Artificial intelligence for Quality Compliance: A Comprehensive Review in the Smart Manufacturing Context
BENSLIMANE, Tariq*; Benabbou, Rajaa; Mouatassim, Salma; Benhra, Jamal

Chair: Prof. Lotfi EL Achaak

Thursday, April 10, 2025 | 9:00 - 10:00 | Online
link: https://meet.google.com/sio-ucyv-ajv

ID 2 Semantic-Driven Automated Comment Generation for Java Methods Using Fine-Tuned CodeT5
Cherradi, Mohamed
ID 32 A DSL-Based Approach for Developing Dialogflow Chatbots: Modeling and Code Generation Templates
Jakimi, Abdeslam; Benaddi, Lamya; Ouaddi, Charaf; Souha, Adnane; Saadane, Rachid; Chehri, Abdellah
ID 15 Enhancing Credit Risk Assessment with Machine Learning Algorithms: A Comparative Study of Label Encoding and One-Hot Encoding Across Multiple Classifiers
Ndama, Safae*; Ndama, Oussama; En-Naimi, El Mokhtar
ID 34 A Scoping Review of the Use of DSL in Software Applications: The Case of Chatbot Development
Ouaddi, Charaf; Souha, Adnane; Benaddi, Lamya; Jakimi, Abdeslam; Saadane, Rachid; Chehri, Abdellah

Chair: Prof. Aziz Mahboub

Thursday, April 10, 2025 | 9:00 - 10:00 | Online

https://meet.google.com/wmu-jpqj-acn

ID 13 Wireless Sensor Localization in the Context of Artificial Intelligence
Sandoumbé THIAM, Ibrahima DIANE, Ibrahima NIANG
ID 30 Towards a Big Data Analytics Maturity Model: a new approach to the assessment of Information System Alignment
EZZIYATI, JALILA*; ELMAALLAM, MINA; Elhaloui, M'barek
ID 9 A Survey of Trajectory Planning Applied to the Harvesting System
Ait Ben Mouh, Lhoussaine*; BASLAM, Mohamed; OUHDA, Mohamed
ID 4 Comparative Analysis of GPT-2 and Gemini for Automated Generation of Dockerfiles and Docker Compose in DevOps Workflows
Hamza, Laila; Lachgar, Mohamed; Errattahi, Rahhal

Chair: Prof. Hicham Gibet Tani

Thursday, April 10, 2025 | 9:00 - 10:00 | Online

https://meet.google.com/ids-pypk-erv

ID 17 Advancing Intelligent Systems with Explainable AI for Early Prediction and Analysis of Traffic Accidents
Benfaress, Ilyass; Bouhoute, Afaf; Zinedine, Ahmed
ID 31 Integrating Blockchain into Smart Tourism: Towards an Enhanced User Experience
Lasaad, Meryem; Elgountery, Yassin; Jakimi, Abdeslam; Oualla, Mohamed; Saadane, Rachid
ID 18 Improve Machine Learning Algorithms for DoS Detection in IoT Environments
Faye, Youssou; Thiandoum, Amy; Diatta, Abel
ID 8 Quantum-Safe Blockchains with Supersingular Isogenies
El Baraka, Mohammed; Ezzouak, Siham
ID 35 Proactive Insulin Pump Security with TinyML and Blockchain: Real-Time Anomaly Detection for Diabetes Management
Tlemçani, Khadija; Azbeg, Kebira; Fetjah, Laila; Ouchetto, Ouail; Jai Andaloussi, Said