Security and Privacy in the Internet of Drones

850 دج

📚 New release from Adlis Bellezma Publishing «Security and Privacy in the Internet of Drones» ✍️ Author: Dr. Mostafa OGAB The Internet of Drones (IoD) enables large-scale, cooperative and autonomous aerial operations. Yet its open, dynamic and resource-constrained nature exposes drone networks to cyber and privacy threats that preventive security mechanisms alone cannot contain. This book presents a deployment-oriented, lightweight and adaptive intrusion detection framework designed for these constraints. It opens with a systematic literature review, under the PRISMA guidelines, of machine-learning-based intrusion detection in the IoD: approaches, datasets, attack taxonomies and research gaps. It then develops a two-phase framework: information-preserving undersampling to counter severe class imbalance, and Multi-Teacher Knowledge Distillation to transfer the knowledge of high-capacity models into a lightweight student model. Evaluated on the CIC-IoT2023 dataset, the framework achieves a favorable trade-off between detection accuracy, minority-class recall, computational efficiency and real-time deployability. For researchers, engineers and graduate students in cybersecurity, drone networks and applied machine learning. 📖 Book details: ▪️ Pages: 152 ▪️ Format: 16 × 24 cm ▪️ First edition: 2026 📩 Orders : #AdlisBellezma #أدليس_بلزمة #InternetOfDrones #Cybersecurity #IntrusionDetection #MachineLearning #NewBooks

ISBN

978-9969-09-541-8

عدد الصفحات

152

المقاس

16/24

سنة النشر

2026