Investigation on datasets toward intelligent intrusion detection systems for Intra and inter-UAVs communication systems

AB Mohammed, LC Fourati - Computers & Security, 2024 - Elsevier
UAVs, commonly known as drones, are increasingly utilized in various fields such as military
operations, surveillance, agriculture, and delivery services. Given their expanding roles …

Risk-based zero trust scale for tactical edge network environments

S Poduvu, SM Saghaian, E Ufuktepe… - Proceedings of the …, 2023 - dl.acm.org
In dynamic and resource-constrained Tactical Edge Network (TEN) environments, where
Denied, Disrupted, Intermittent, and Limited Impact (DDIL) conditions prevail, a tailored …

[HTML][HTML] Network-Centric Formation Control and Ad Hoc Communication with Localisation Analysis in Multi-UAV Systems

J Devey, PS Gill, G Allen, E Shahra, M Idrissi - Machines, 2024 - mdpi.com
In recent years, the cost-effectiveness and versatility of Unmanned Aerial Vehicles (UAVs)
have led to their widespread adoption in both military and civilian applications, particularly …

Enhancing drone video analytics security management using an aerpaw testbed

AE Morel, Z Murry, K Kostage, C Qu… - IEEE INFOCOM 2024 …, 2024 - ieeexplore.ieee.org
Drone-based applications involving real-time video analytics are emerging to serve diverse
situational awareness use cases ranging from precision agriculture to disaster response …

[HTML][HTML] Privacy-Preserving Live Video Analytics for Drones via Edge Computing

P Nagasubramaniam, C Wu, Y Sun… - Applied Sciences, 2024 - mdpi.com
The use of lightweight drones has surged in recent years across both personal and
commercial applications, necessitating the ability to conduct live video analytics on drones …

Federated Learning-enabled Network Incident Anomaly Detection Optimization for Drone Swarms

K Kostage, R Adepu, J Monroe, T Haughton… - Proceedings of the 26th …, 2025 - dl.acm.org
The increasing reliance on drone swarms for various applications necessitates robust real
time anomaly detection mechanisms to ensure operational security and efficiency …

[PDF][PDF] A study of cybersecurity threats in UAVs and threat model approaches

S Arnolnt - 2023 - core.ac.uk
The use of UAVs in various domains is continuously increasing. The advantages of UAVs
provide to ability to facilitate functionalities or perform activities such as search and rescue …

Enhancing Autonomous Intrusion Detection System with Generative Adversarial Networks

K Kostage, D West, T Meinert, C Qu… - 2024 IEEE 20th …, 2024 - ieeexplore.ieee.org
Effective training in Machine Learning and Deep Learning models necessitates datasets that
provide sufficient patterns and contextual information, particularly crucial in IoT networks …

Autonomous Video Transmission and Air-to-Ground Coordination in UAV-Swarm-Aided Disaster Response Platform

C Qu, P Drefahl, W Guo, H Wang - International Conference on Human …, 2024 - Springer
Abstract Unmanned Aerial Vehicles (UAVs), or drones with cameras, are crucial for
environmental awareness in applications like smart agriculture, border security, and disaster …

Applications of Drones in Predictive Analytics

D Kapila, N Ulloa, S Anita… - Predictive Analytics in …, 2024 - taylorfrancis.com
The focus of this chapter is on using unmanned aerial vehicles (UAVs) to assist the
agriculture sector in monitoring land for the presence of parasites that might cause damage …