1st Edition
Recent Advances in Internet of Things Security
About the Editors
List of Contributors
Chapter 1 Strengthening IIoT Security: Integrating Intrusion Detection Systems with Machine Learning
Lahcen Idouglid, Said Tkatek, Khalid El Fayq, Azidine Guezzaz
Chapter 2 IoT Anomaly Detection: Federated and Split Learning
Rguibi Arjdal, Younes Asimi, Ahmed Asimi, Lahcen Oumous
Chapter 3 Machine Learning Based Detection in Wireless Sensor Networks
Mansour Lmkaiti, Houda Moudni and Hicham Mouncif
Chapter 4 A Secure Approach for Next-Generation IoT Networks: A comparative Analysis
Hafida Assmi, Azidine Guezzaz, Said Benkirane, and Mourade Azrour
Chapter 5 Efficient ECC-Based RFID Authentication for Enhanced IoT Security
Hind Timouhin, Fatima Amounas and Mohamed Badiy
Chapter 6 An AI-based embedded system for access control and absence management
Elmehdi Benmalek, Moussa Zinelabedine, Omar Enassiri, Jamal Elmhamdi, Abdelilah Jilbab and Atman Jbari
Chapter 7 A new perspective on E-health Perforated Blockchain: An Intelligent Healthcare Revolution using Trigger-Based Supervised Classification
Soumia Benkou, Ahmed Asimi and Mbarek Lahdoud
Chapter 8 Machine Learning for Security Boosting in Internet of Things Environments
Souhayla Dargaoui, Mourade Azrour, Ahmad El Allaoui, Azidine Guezzaz and Said Benkirane
Chapter 9 Combined machine learning for anomaly detection in IoT aggregator Rpi
Maryam Douiba, Said Benkirane, Azidine Guezzaz and Mourade Azrour
Chapter 10 An Efficient Intrusion Detection System for IoT using XGBoost and Feature Selection
Kamal Bella, Mouaad Mohy-eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour
Chapter 11 A Monitoring System with Deep Learning for IoT Smart Environments Security
Mouaad Mohy-eddine, Azidine Guezzaz, Said Benkirane, Mourade Azrour, Kamal Bella
Chapter 12 An intrusion detection system using Paragraph Vector-Distributed Memory Approach
Chadia EL Asry , Ibtissam Benchaji, Samira Douzi and Bouabid EL Ouahidi
Chapter 13 Advanced security of blockchain authentication system using zero-knowledge protocol
Yacouba KOURAOGO and Ghizlane ORHANOU
Chapter 14 Intelligent Phishing URL Classification using CNN
Habiba Bouijij and Amine Berqia
Chapter 15 The Impact of AI and Automation on Digital Forensic Investigations
Amal Almotairy, Amnah Alharbi, Eman Alotaibi, Mohammad Ali A. Hammoudeh
Chapter 16 The Impact of ChatGPT on Cybersecurity: Balancing Benefits Against Risks
Mohamed Zaoui and Yassine Sadqi
Chapter 17 Design of an unpredictable Secure PRNG Using Collaborative Linear Feedback Shift Registers
Lahcen Oumouss, Younes Asimi, Ahmed Asimi and Rguibi Arjdal
Chapter 18 Building Trust with Blockchain: Exploring Its Diverse Applications
Mbarek LAHDOUD, Ahmed ASIMI
Chapter 19 ML-Based Detection of GPS Jamming Attacks on Un-manned Aerial Vehicles
Tariq MOUATASSIM, Iyad LAHSEN-CHERIF, El Mahdi EL GUARMAH, and Hassan EL GHAZI
Chapter 20 A Comparative Analysis of Random Forest and Isolation Forest Intrusion Detection Systems
Sara Amaouche, AzidineGuezzaz , Said Benkirane , and Mourade Azrour
Chapter 21 A Collaborative Anomaly Detection Model using QRNN and Blockchain
Chaimae Hazman, Azidine Guezzaz, Said Benkirane, and Mourade Azrour
Chapter 22 Iterated-Greedy with Tabu Search Solving Flow shop Scheduling Problem
Khadija Mesmar, Maria Lebbar, Said Aqil, and Karam Allali
Biography
Prof. Mourade Azrour received his PhD from Faculty of sciences and Techniques, Moulay Ismail University of Meknes, Morocco. He has received his MS in computer and distributed systems from Faculty of Sciences, Ibn Zouhr University, Agadir, Morocco in 2014. Mourade currently works as computer sciences professor at the Department of Computer Science, Faculty of Sciences and Techniques, Moulay Ismail University of Meknès. His research interests include Authentication protocol, Computer Security, Internet of things, Smart systems, Machine learning and so ones. Mourade is member of the scientific committee of numerous international conferences. He is also a reviewer of various scientific journals. He has published more than 120 scientific papers and book chapters. Mourade Has edited various scientific books such as “IoT and Smart Devices for Sustainable Environment” and “Advanced Technology for Smart Environment and Energy”. Finally, he has served as guest editor in journals “EAI Endorsed Transactions on Internet of Things”, “Tsinghua Science and Technology”, “Applied Sciences MDPI” and “Sustainability MDPI”
Prof. Jamal Mabrouki received his PhD in Process and Environmental Engineering at Mohammed V University in Rabat, specializing in artificial intelligence and smart automatic systems. He completed the Bachelor of Science in Physics and Chemistry with honors from Hassan II University in Casablanca, Morocco and the engineer in Environment and smart system. His research is on intelligent monitoring, control, and management systems and more particularly on sensing and supervising remote intoxication systems, smart self-supervised systems and recurrent neural networks. He has published several papers in conferences and indexed journals, most of them related to artificial intelligent systems, internet of things or big data and mining. Jamal will currently work in environment, energy and smart system professor at Mohammed V University in Rabat, Faculty of Science. Jamal is scientific committee member of numerous national and international conferences. He is also a reviewer of Modeling Earth Systems and Environment; International Journal of Environmental Analytical Chemistry; International Journal of Modeling, Simulation, and Scientific Computing; The Journal of Supercomputing, Energy & Environment and Big Data Mining and Analytics.
