Unmanned aerial vehicle intrusion detection: Deep-meta-heuristic system

S Miao, Q Pan, D Zheng - Vehicular Communications, 2024 - Elsevier
Abstract The UAV (Unmanned Aerial Vehicles) is an automatic aircraft, widely used several
applications like emergency management, wildlife conservation, forestry, aerial …

[PDF][PDF] Optimal deep reinforcement learning for intrusion detection in UAVs

V Praveena, A Vijayaraj, P Chinnasamy… - … , Materials & Continua, 2022 - researchgate.net
In recent years, progressive developments have been observed in recent technologies and
the production cost has been continuously decreasing. In such scenario, Internet of Things …

Cyber edge intelligent intrusion detection framework for uav network based on random forest algorithm

VU Ihekoronye, SO Ajakwe, DS Kim… - 2022 13th International …, 2022 - ieeexplore.ieee.org
The synchronization of swarms of drones (also known as unmanned aerial vehicles (UAV))
in a network can be attributed to their high mobility and maneuverability capabilities, making …

High-performance intrusion detection system for networked UAVs via deep learning

Q Abu Al-Haija, A Al Badawi - Neural Computing and Applications, 2022 - Springer
Abstract Recently, Unmanned Aerial Vehicles (UAVs) have become a widely popular
technology with remarkable growth and unprecedented attention. However, UAV …

Energy-aware ACO-DNN optimization model for intrusion detection of unmanned aerial vehicle (UAVs)

JK Samriya, M Kumar, R Tiwari - Journal of Ambient Intelligence and …, 2023 - Springer
In modern militaries the Unmanned Aerial Vehicles (UAVs) are used for war fighting and
also for certain civilian applications such as law enforcement, content for news outlets …

Machine Learning-Based Intrusion Detection for Swarm of Unmanned Aerial Vehicles

UA Mughal, SC Hassler, M Ismail - 2023 IEEE Conference on …, 2023 - ieeexplore.ieee.org
Swarms of unmanned aerial vehicles (UAVs) are widely adopted in civilian and military
applications. However, this cyber-physical system is threatened by cyber-attacks. Recently …

An Intelligent Network Intrusion Detection Framework for Reliable UAV-Based Communication

S Bebortta, SK Singh - International Conference on Cryptology & Network …, 2022 - Springer
The recent introduction of unmanned aerial vehicles (UAVs) sectors has proven to be highly
promising in fields like agricultural, medical, industrial automation, remote monitoring, and …

[HTML][HTML] Intrusion detection system for cyberattacks in the Internet of Vehicles environment

MS Korium, M Saber, A Beattie, A Narayanan, S Sahoo… - Ad Hoc Networks, 2024 - Elsevier
This paper presents a novel framework for intrusion detection specially designed for
cyberattacks, such as Denial-of-Service, Distributed Denial-of-Service, Distributed Reflection …

Modified Marine Predators Algorithm With Deep Learning-Driven Security Solution for IoT-Assisted UAV Networks

SA Babu, A Ranganath, MM Goswami… - IEEE …, 2024 - ieeexplore.ieee.org
Unmanned Aerial Vehicles (UAVs) are advanced technologies that are initially utilized for
military apps like border monitoring and reconnaissance in opposed territories. Internet of …

A novel intrusion detection system based on artificial neural network and genetic algorithm with a new dimensionality reduction technique for UAV communication

K Cengiz, S Lipsa, RK Dash, N Ivković… - IEEE Access, 2024 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are increasingly being deployed in crucial missions for
the armed forces, law enforcement, industrial control monitoring, and other sectors …