On the public citation graph

AI-Driven Safety and Security for UAVs: From Machine Learning to Large Language Models

0 signed · 227 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.

Claim with ORCID

Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.

See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-031-50887-5_35openalex-snapshot

AI-Enabled UAVs for Advanced Network Management in the Era of 6G Communications

inferredcites →https://doi.org/10.1007/978-3-662-59307-3_2openalex-snapshot

Data Standards, Device Interfaces, and Interoperability

inferredcites →https://doi.org/10.1007/978-981-99-0479-2_166openalex-snapshot

Autonomous Recovery System of Aerial Child-Mother Unmanned Systems Based on Visual Positioning

inferredcites →https://doi.org/10.1007/s00521-021-06569-4openalex-snapshot

A review of artificial intelligence applied to path planning in UAV swarms

inferredcites →https://doi.org/10.1007/s10462-021-10039-7openalex-snapshot

Artificial intelligence in the creative industries: a review

inferredcites →https://doi.org/10.1007/s10668-024-04790-4openalex-snapshot

Artificial intelligence (AI) advancements for transportation security: in-depth insights into electric and aerial vehicle systems

inferredcites →https://doi.org/10.1007/s11370-022-00452-4openalex-snapshot

Unmanned aerial vehicles (UAVs): practical aspects, applications, open challenges, security issues, and future trends

inferredcites →https://doi.org/10.1007/s11432-024-4290-4openalex-snapshot

Formation control and path planning of multi-robot systems via large language models

inferredcites →https://doi.org/10.1007/s11604-024-01634-zopenalex-snapshot

Diagnostic performances of Claude 3 Opus and Claude 3.5 Sonnet from patient history and key images in Radiology’s “Diagnosis Please” cases

inferredcites →https://doi.org/10.1007/s11664-024-11495-xopenalex-snapshot

A Brief Review of Key Technologies for Cloud-Based Battery Management Systems

inferredcites →https://doi.org/10.1007/s38314-024-1944-3openalex-snapshot

Battery Management with AI for Better and Safer Batteries

inferredcites →https://doi.org/10.1007/s40747-023-01232-yopenalex-snapshot

A blockchain authentication scheme for UAV-aided fog computing

inferredcites →https://doi.org/10.1007/s40747-024-01348-9openalex-snapshot

SCFS-securing flying ad hoc network using cluster-based trusted fuzzy scheme

inferredcites →https://doi.org/10.1007/s42979-024-02983-2openalex-snapshot

Enhancing Drone Security Through Multi-Sensor Anomaly Detection and Machine Learning

inferredcites →https://doi.org/10.1007/s44163-024-00198-1openalex-snapshot

Artificial intelligence in environmental monitoring: in-depth analysis

inferredcites →https://doi.org/10.1007/s44163-024-00209-1openalex-snapshot

In-depth review of AI-enabled unmanned aerial vehicles: trends, vision, and challenges

inferredcites →https://doi.org/10.1016/j.adhoc.2023.103180openalex-snapshot

DP-Authentication: A novel deep learning based drone pilot authentication scheme

inferredcites →https://doi.org/10.1016/j.adhoc.2024.103642openalex-snapshot

A survey on security of UAV and deep reinforcement learning

inferredcites →https://doi.org/10.1016/j.ast.2017.11.020openalex-snapshot

Feedback formation control of UAV swarm with multiple implicit leaders

inferredcites →https://doi.org/10.1016/j.cja.2020.02.027openalex-snapshot

Mission-driven autonomous perception and fusion based on UAV swarm

inferredcites →https://doi.org/10.1016/j.cogr.2024.07.002openalex-snapshot

Unmanned aerial vehicles advances in object detection and communication security review

inferredcites →https://doi.org/10.1016/j.comnet.2021.108519openalex-snapshot

CNN-SSDI: Convolution neural network inspired surveillance system for UAVs detection and identification

inferredcites →https://doi.org/10.1016/j.comnet.2023.109626openalex-snapshot

A survey on security and privacy issues of UAVs

inferredcites →https://doi.org/10.1016/j.csi.2024.103844openalex-snapshot

A secure and efficient UAV network defense strategy: Convergence of blockchain and deep learning

inferredcites →https://doi.org/10.1016/j.egyai.2024.100419openalex-snapshot

Artificial intelligence-driven real-world battery diagnostics

inferredcites →https://doi.org/10.1016/j.engappai.2023.106476openalex-snapshot

UAV sensor data applications with deep neural networks: A comprehensive survey

inferredcites →https://doi.org/10.1016/j.ensm.2021.04.006openalex-snapshot

Deep learning for ultra-fast and high precision screening of energy materials

inferredcites →https://doi.org/10.1016/j.est.2023.107380openalex-snapshot

A machine learning-based battery management system for state-of-charge prediction and state-of-health estimation for unmanned aerial vehicles

inferredcites →https://doi.org/10.1016/j.ijdrr.2020.101642openalex-snapshot

Multi-hazard disaster studies: Monitoring, detection, recovery, and management, based on emerging technologies and optimal techniques

inferredcites →https://doi.org/10.1016/j.inffus.2024.102369openalex-snapshot

A comprehensive survey of research towards AI-enabled unmanned aerial systems in pre-, active-, and post-wildfire management

inferredcites →https://doi.org/10.1016/j.inffus.2025.103158openalex-snapshot

UAVs meet LLMs: Overviews and perspectives towards agentic low-altitude mobility

inferredcites →https://doi.org/10.1016/j.inffus.2025.103198openalex-snapshot

Exploring Embodied Multimodal Large Models: Development, datasets, and future directions

inferredcites →https://doi.org/10.1016/j.iot.2024.101281openalex-snapshot

Advancing UAV security with artificial intelligence: A comprehensive survey of techniques and future directions

inferredcites →https://doi.org/10.1016/j.jpowsour.2023.233474openalex-snapshot

Battery prognostics and health management from a machine learning perspective

inferredcites →https://doi.org/10.1016/j.matdes.2022.111483openalex-snapshot

Machine learning assisted design of aluminum-lithium alloy with high specific modulus and specific strength

inferredcites →https://doi.org/10.1038/s41524-023-01042-3openalex-snapshot

Leveraging generative adversarial networks to create realistic scanning transmission electron microscopy images

inferredcites →https://doi.org/10.1038/s41560-019-0356-8openalex-snapshot

Data-driven prediction of battery cycle life before capacity degradation

inferredcites →https://doi.org/10.1038/s41598-023-45065-8openalex-snapshot

IoT empowered smart cybersecurity framework for intrusion detection in internet of drones

inferredcites →https://doi.org/10.1038/s41598-024-82573-7openalex-snapshot

Neural network-based aeroelastic system identification for predicting flutter of high flexibility wings

inferredcites →https://doi.org/10.1038/s41598-025-88089-yopenalex-snapshot

Lightweight visual localization algorithm for UAVs

inferredcites →https://doi.org/10.1038/s42256-026-01214-yopenalex-snapshot

A multimodal large language model for materials science

inferredcites →https://doi.org/10.1038/s44172-024-00273-6openalex-snapshot

Synergizing physics and machine learning for advanced battery management

inferredcites →https://doi.org/10.1063/5.0130370openalex-snapshot

Active flutter suppression for a flexible wing model with trailing-edge circulation control via reinforcement learning

inferredcites →https://doi.org/10.1080/18824889.2022.2087413openalex-snapshot

Autonomous unmanned aerial vehicle flight control using multi-task deep neural network for exploring indoor environments

inferredcites →https://doi.org/10.1088/1361-6501/abe790openalex-snapshot

Detection of impact on aircraft composite structure using machine learning techniques

inferredcites →https://doi.org/10.1088/1742-6596/2419/1/012109openalex-snapshot

Research and Application of 5G Remote Control UAV with Aerial Electronic Fence

inferredcites →https://doi.org/10.1109/access.2020.3000064openalex-snapshot

Unmanned Aerial Vehicles (UAVs): Collision Avoidance Systems and Approaches

inferredcites →https://doi.org/10.1109/access.2021.3089847openalex-snapshot

Detecting Signal Spoofing Attack in UAVs Using Machine Learning Models

inferredcites →https://doi.org/10.1109/access.2022.3157626openalex-snapshot

Artificial Intelligence Approaches for UAV Navigation: Recent Advances and Future Challenges

inferredcites →https://doi.org/10.1109/access.2022.3199070openalex-snapshot

Collaborative Decision-Making Method for Multi-UAV Based on Multiagent Reinforcement Learning

inferredcites →https://doi.org/10.1109/access.2022.3202956openalex-snapshot

AI-Enabled UAV Communications: Challenges and Future Directions

inferredcites →https://doi.org/10.1109/access.2022.3215975openalex-snapshot

Security Threats and Mitigation Techniques in UAV Communications: A Comprehensive Survey

inferredcites →https://doi.org/10.1109/access.2023.3252030openalex-snapshot

A Blockchain-Facilitated Secure Sensing Data Processing and Logging System

inferredcites →https://doi.org/10.1109/access.2023.3301989openalex-snapshot

A Comprehensive Review of Research Hotspots on Battery Management Systems for UAVs

inferredcites →https://doi.org/10.1109/access.2023.3326101openalex-snapshot

A Survey on Applications of Unmanned Aerial Vehicles Using Machine Learning

inferredcites →https://doi.org/10.1109/access.2024.3375083openalex-snapshot

UAV Path Planning Based on the Average TD3 Algorithm With Prioritized Experience Replay

inferredcites →https://doi.org/10.1109/access.2024.3388500openalex-snapshot

VSKAP-IoD: A Verifiably Secure Key Agreement Protocol for Securing IoD Environment

inferredcites →https://doi.org/10.1109/access.2024.3401018openalex-snapshot

Unmanned Aerial Vehicle for Precision Agriculture: A Review

inferredcites →https://doi.org/10.1109/akgec62572.2024.10868556openalex-snapshot

Key Safety Design Overview in AI-driven Autonomous and Battery-electric Vehicles

inferredcites →https://doi.org/10.1109/comst.2023.3312221openalex-snapshot

Machine Learning-Aided Operations and Communications of Unmanned Aerial Vehicles: A Contemporary Survey

inferredcites →https://doi.org/10.1109/comst.2024.3432871openalex-snapshot

Enabling Intelligent Connectivity: A Survey of Secure ISAC in 6G Networks

inferredcites →https://doi.org/10.1109/comst.2024.3515051openalex-snapshot

A Survey of Security in UAVs and FANETs: Issues, Threats, Analysis of Attacks, and Solutions

inferredcites →https://doi.org/10.1109/comst.2025.3526606openalex-snapshot

A Survey on Intelligent Network Operations and Performance Optimization Based on Large Language Models

inferredcites →https://doi.org/10.1109/comst.2025.3527641openalex-snapshot

Mobile Edge Intelligence for Large Language Models: A Contemporary Survey

inferredcites →https://doi.org/10.1109/comst.2025.3564333openalex-snapshot

A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions

inferredcites →https://doi.org/10.1109/dasc.2017.8101984openalex-snapshot

Security, privacy and safety evaluation of dynamic and static fleets of drones

inferredcites →https://doi.org/10.1109/gcwkshps52748.2021.9682094openalex-snapshot

An Efficient Formation Control mechanism for Multi-UAV Navigation in Remote Surveillance

inferredcites →https://doi.org/10.1109/i2ct45611.2019.9033917openalex-snapshot

Cryptanalyzing Merkle-Hellman Public Key Cryptosystem with Artificial Neural Networks

inferredcites →https://doi.org/10.1109/icc40277.2020.9148990openalex-snapshot

UAV-enabled Data Collection for mMTC Networks: AEM Modeling and Energy-Efficient Trajectory Design

inferredcites →https://doi.org/10.1109/iciea61579.2024.10665078openalex-snapshot

Research on Positioning Deception of Multi-Rotor UAV Based on Adaptive Neural Network Kalman Filtering Algorithm

inferredcites →https://doi.org/10.1109/iciot48696.2020.9089657openalex-snapshot

Deep Learning for RF-Based Drone Detection and Identification: A Multi-Channel 1-D Convolutional Neural Networks Approach

inferredcites →https://doi.org/10.1109/icpads51040.2020.00058openalex-snapshot

Intelligent Detection Algorithm Against UAVs' GPS Spoofing Attack

inferredcites →https://doi.org/10.1109/icpads60453.2023.00297openalex-snapshot

SigFeaDet: Signal Features-based UAV GPS Spoofing Detection using Machine Learning

inferredcites →https://doi.org/10.1109/icra48506.2021.9561902openalex-snapshot

EGO-Swarm: A Fully Autonomous and Decentralized Quadrotor Swarm System in Cluttered Environments

inferredcites →https://doi.org/10.1109/icra48891.2023.10160638openalex-snapshot

Vision-aided UAV Navigation and Dynamic Obstacle Avoidance using Gradient-based B-spline Trajectory Optimization

inferredcites →https://doi.org/10.1109/icra57147.2024.10611099openalex-snapshot

Neural Informed RRT*: Learning-based Path Planning with Point Cloud State Representations under Admissible Ellipsoidal Constraints

inferredcites →https://doi.org/10.1109/igarss39084.2020.9323322openalex-snapshot

Building Recognition of UAV Remote Sensing Images by Deep Learning

inferredcites →https://doi.org/10.1109/is61756.2024.10705273openalex-snapshot

A Survey on AI-Based Detection Methods of GPS Spoofing Attacks on UAVs

inferredcites →https://doi.org/10.1109/iscmi67495.2025.11358595openalex-snapshot

A Survey of DeepSeek Models

inferredcites →https://doi.org/10.1109/ismar-adjunct64951.2024.00141openalex-snapshot

FlockGPT: Guiding UAV Flocking with Linguistic Orchestration

inferredcites →https://doi.org/10.1109/iwcmc55113.2022.9824124openalex-snapshot

Transfer Learning based GPS Spoofing Detection for Cellular-Connected UAVs

inferredcites →https://doi.org/10.1109/jas.2022.105599openalex-snapshot

Towards Long Lifetime Battery: AI-Based Manufacturing and Management

inferredcites →https://doi.org/10.1109/jiot.2022.3162849openalex-snapshot

Topology-Aware Resilient Routing Protocol for FANETs: An Adaptive Q -Learning Approach

inferredcites →https://doi.org/10.1109/jiot.2022.3176400openalex-snapshot

A Survey on the Convergence of Edge Computing and AI for UAVs: Opportunities and Challenges

inferredcites →https://doi.org/10.1109/jiot.2024.3429111openalex-snapshot

A Survey on Security of Unmanned Aerial Vehicle Systems: Attacks and Countermeasures

inferredcites →https://doi.org/10.1109/jiot.2024.3513002openalex-snapshot

Large-Language-Model-Enabled Health Management for Internet of Batteries in Electric Vehicles

inferredcites →https://doi.org/10.1109/jiot.2025.3530462openalex-snapshot

Diffusion-Based Semantic-Communication-Assisted Low-Altitude Intelligent Service for IoT

inferredcites →https://doi.org/10.1109/jsac.2025.3560042openalex-snapshot

Exploring LLM-Based Multi-Agent Situation Awareness for Zero-Trust Space-Air-Ground Integrated Network

inferredcites →https://doi.org/10.1109/lawp.2019.2926784openalex-snapshot

Application of an Ensemble Method to UAV Power Modeling for Cellular Communications

inferredcites →https://doi.org/10.1109/lra.2022.3205114openalex-snapshot

Perception and Avoidance of Multiple Small Fast Moving Objects for Quadrotors With Only Low-Cost RGBD Camera

inferredcites →https://doi.org/10.1109/lra.2023.3334683openalex-snapshot

Onboard Dynamic-Object Detection and Tracking for Autonomous Robot Navigation With RGB-D Camera

inferredcites →https://doi.org/10.1109/lwc.2021.3075996openalex-snapshot

Deep Learning Driven 3D Robust Beamforming for Secure Communication of UAV Systems

inferredcites →https://doi.org/10.1109/lwc.2025.3529082openalex-snapshot

Large Language Model Based Multi-Objective Optimization for Integrated Sensing and Communications in UAV Networks

inferredcites →https://doi.org/10.1109/maes.2016.160116openalex-snapshot

Sense and avoid for unmanned aircraft systems

inferredcites →https://doi.org/10.1109/mce.2019.2954051openalex-snapshot

Autonomous Tactical Deployment of the UAV Array Using Self-Organizing Swarm Intelligence

inferredcites →https://doi.org/10.1109/mcom.001.00496openalex-snapshot

Game-Theoretic Learning Anti-Jamming Approaches in Wireless Networks

inferredcites →https://doi.org/10.1109/mcom.001.1900530openalex-snapshot

Dynamic Spectrum Anti-Jamming Communications: Challenges and Opportunities

inferredcites →https://doi.org/10.1109/mcom.2018.1700916openalex-snapshot

Flight Security and Safety of Drones in Airborne Fog Computing Systems

inferredcites →https://doi.org/10.1109/mcom.2019.1800545openalex-snapshot

UAVs as Mobile Infrastructure: Addressing Battery Lifetime

inferredcites →https://doi.org/10.1109/mgrs.2021.3115137openalex-snapshot

Deep Learning for Unmanned Aerial Vehicle-Based Object Detection and Tracking: A survey

inferredcites →https://doi.org/10.1109/milcom.2018.8599784openalex-snapshot

Dronecrypt - An Efficient Cryptographic Framework for Small Aerial Drones

inferredcites →https://doi.org/10.1109/mnet.011.2100097openalex-snapshot

Optimizing Computation Offloading in Satellite-UAV-Served 6G IoT: A Deep Learning Approach

inferredcites →https://doi.org/10.1109/mnet.117.2100730openalex-snapshot

Security and Privacy in Artificial Intelligence-Enabled 6G

inferredcites →https://doi.org/10.1109/mnet.2024.3494862openalex-snapshot

Generative AI for Advanced UAV Networking

inferredcites →https://doi.org/10.1109/mwc.009.2400244openalex-snapshot

Federated Large Language Model: Solutions, Challenges and Future Directions

inferredcites →https://doi.org/10.1109/mwc.010.2200298openalex-snapshot

Networking of Internet of UAVs: Challenges and Intelligent Approaches

inferredcites →https://doi.org/10.1109/ojcoms.2024.3429198openalex-snapshot

On the Interplay of Artificial Intelligence and Space-Air-Ground Integrated Networks: A Survey

inferredcites →https://doi.org/10.1109/ojcoms.2024.3522103openalex-snapshot

Leveraging Large Language Models for Integrated Satellite-Aerial-Terrestrial Networks: Recent Advances and Future Directions

inferredcites →https://doi.org/10.1109/ojcoms.2025.3529982openalex-snapshot

Deep Reinforcement Learning-Based Anti-Jamming Approach for Fast Frequency Hopping Systems

inferredcites →https://doi.org/10.1109/ojvt.2023.3316181openalex-snapshot

A Comprehensive Survey on Artificial Intelligence for Unmanned Aerial Vehicles

inferredcites →https://doi.org/10.1109/ojvt.2024.3401024openalex-snapshot

Advancing UAV Communications: A Comprehensive Survey of Cutting-Edge Machine Learning Techniques

inferredcites →https://doi.org/10.1109/ojvt.2024.3446799openalex-snapshot

Large Language Models for UAVs: Current State and Pathways to the Future

inferredcites →https://doi.org/10.1109/pimrc.2017.8292779openalex-snapshot

Lightweight security protocols for the Internet of Things

inferredcites →https://doi.org/10.1109/sp40000.2020.00001openalex-snapshot

Detection of Electromagnetic Interference Attacks on Sensor Systems

inferredcites →https://doi.org/10.1109/tase.2024.3358894openalex-snapshot

DL-DRL: A Double-Level Deep Reinforcement Learning Approach for Large-Scale Task Scheduling of Multi-UAV

inferredcites →https://doi.org/10.1109/tccn.2024.3438379openalex-snapshot

Generative AI for Secure Physical Layer Communications: A Survey

inferredcites →https://doi.org/10.1109/tce.2024.3434971openalex-snapshot

Emerging Trends in UAVs: From Placement, Semantic Communications to Generative AI for Mission-Critical Networks

inferredcites →https://doi.org/10.1109/tcomm.2025.3552303openalex-snapshot

Resource Allocation for Multi-Modal Semantic Communication in UAV Collaborative Networks

inferredcites →https://doi.org/10.1109/tie.2017.2703683openalex-snapshot

Two-Dimensional Piecewise Behavioral Model for Highly Nonlinear Dual-Band Transmitters

inferredcites →https://doi.org/10.1109/tits.2024.3358010openalex-snapshot

Transformer-Based Reinforcement Learning for Scalable Multi-UAV Area Coverage

inferredcites →https://doi.org/10.1109/tits.2024.3375893openalex-snapshot

Comprehensive Review of Drones Collision Avoidance Schemes: Challenges and Open Issues

inferredcites →https://doi.org/10.1109/tiv.2023.3309548openalex-snapshot

UAV-Assisted IoT Applications, Cybersecurity Threats, AI-Enabled Solutions, Open Challenges With Future Research Directions

inferredcites →https://doi.org/10.1109/tmc.2023.3300314openalex-snapshot

Satellite-Based ITS Data Offloading & Computation in 6G Networks: A Cooperative Multi-Agent Proximal Policy Optimization DRL With Attention Approach

inferredcites →https://doi.org/10.1109/tmc.2024.3350885openalex-snapshot

UAV Swarm-Enabled Collaborative Secure Relay Communications With Time-Domain Colluding Eavesdropper

inferredcites →https://doi.org/10.1109/tnnls.2023.3263430openalex-snapshot

Data-Efficient Deep Reinforcement Learning for Attitude Control of Fixed-Wing UAVs: Field Experiments

inferredcites →https://doi.org/10.1109/tro.2021.3080235openalex-snapshot

MADER: Trajectory Planner in Multiagent and Dynamic Environments

inferredcites →https://doi.org/10.1109/tro.2023.3323841openalex-snapshot

Continuous Occupancy Mapping in Dynamic Environments Using Particles

inferredcites →https://doi.org/10.1109/twc.2015.2497257openalex-snapshot

PASER: Secure and Efficient Routing Approach for Airborne Mesh Networks

inferredcites →https://doi.org/10.1109/twc.2024.3447779openalex-snapshot

Dynamic ISAC Beamforming Design for UAV-Enabled Vehicular Networks

inferredcites →https://doi.org/10.1109/ucom62433.2024.10695912openalex-snapshot

Toward Embodied Intelligence: An Autonomous Exploration System for Multimodal UAV

inferredcites →https://doi.org/10.1109/wacvw60836.2024.00131openalex-snapshot

A Safer Vision-Based Autonomous Planning System for Quadrotor UAVs with Dynamic Obstacle Trajectory Prediction and Its Application with LLMs

inferredcites →https://doi.org/10.1111/poms.12930openalex-snapshot

The Use of UAVs in Humanitarian Relief: An Application of POMDP‐Based Methodology for Finding Victims

inferredcites →https://doi.org/10.1117/12.2662185openalex-snapshot

Research on a new improved UAV anti-jamming and optimization model

inferredcites →https://doi.org/10.1145/3427228.3427254openalex-snapshot

DeepSIM: GPS Spoofing Detection on UAVs using Satellite Imagery Matching

inferredcites →https://doi.org/10.1145/3600006.3613165openalex-snapshot

Efficient Memory Management for Large Language Model Serving with PagedAttention

inferredcites →https://doi.org/10.1145/3649224openalex-snapshot

UAV-Based Delivery Systems: A Systematic Review, Current Trends, and Research Challenges

inferredcites →https://doi.org/10.1145/3657529.3657536openalex-snapshot

Optimization Algorithm for AODV-Based Unmanned Cluster Routing with Multiple QoS Objectives

inferredcites →https://doi.org/10.1145/3673225openalex-snapshot

Secure UAV (Drone) and the Great Promise of AI

inferredcites →https://doi.org/10.1145/3674501openalex-snapshot

A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers

inferredcites →https://doi.org/10.1162/tacl_a_00704openalex-snapshot

A Survey on Model Compression for Large Language Models

inferredcites →https://doi.org/10.1186/s44147-025-00582-3openalex-snapshot

UAV swarms: research, challenges, and future directions

inferredcites →https://doi.org/10.1609/aaai.v39i26.34980openalex-snapshot

Can Go AIs Be Adversarially Robust?

inferredcites →https://doi.org/10.18653/v1/2024.emnlp-main.303openalex-snapshot

Safely Learning with Private Data: A Federated Learning Framework for Large Language Model

inferredcites →https://doi.org/10.18653/v1/p19-1285openalex-snapshot

Transformer-XL: Attentive Language Models beyond a Fixed-Length Context

inferredcites →https://doi.org/10.23919/ccc63176.2024.10662244openalex-snapshot

Research on the strategy of UAV swarm collaborative hunting of black flights

inferredcites →https://doi.org/10.23919/eucap53622.2022.9768977openalex-snapshot

Deep Learning-Based Joint Communication and Sensing for 6G Cellular-Connected UAVs

inferredcites →https://doi.org/10.23919/jcc.2022.02.008openalex-snapshot

Space-air-ground integrated network (SAGIN) for 6G: Requirements, architecture and challenges

inferredcites →https://doi.org/10.24963/ijcai.2018/678openalex-snapshot

Learning Transferable UAV for Forest Visual Perception

inferredcites →https://doi.org/10.2514/1.26408openalex-snapshot

Development of a Real-time Onboard and Ground Station Software System for a UAV Helicopter

inferredcites →https://doi.org/10.2514/2.4661openalex-snapshot

Active Control of Wind-Tunnel Model Aeroelastic Response Using Neural Networks

inferredcites →https://doi.org/10.3389/frai.2024.1308031openalex-snapshot

Bayesian reinforcement learning for navigation planning in unknown environments

inferredcites →https://doi.org/10.3389/frcmn.2024.1440727openalex-snapshot

Machine learning algorithms applied for drone detection and classification: benefits and challenges

inferredcites →https://doi.org/10.3390/aerospace12010034openalex-snapshot

Application of Deep Learning to Identify Flutter Flight Testing Signals Parameters and Analysis of Real F-18 Flutter Flight Test Data

inferredcites →https://doi.org/10.3390/app13010383openalex-snapshot

Impact of Dataset and Model Parameters on Machine Learning Performance for the Detection of GPS Spoofing Attacks on Unmanned Aerial Vehicles

inferredcites →https://doi.org/10.3390/app13042304openalex-snapshot

Robots in Inspection and Monitoring of Buildings and Infrastructure: A Systematic Review

inferredcites →https://doi.org/10.3390/app14031187openalex-snapshot

Use of Artificial Intelligence in Design, Development, Additive Manufacturing, and Certification of Multifunctional Composites for Aircraft, Drones, and Spacecraft

inferredcites →https://doi.org/10.3390/app14062506openalex-snapshot

Leveraging Large Language Models for Sensor Data Retrieval

inferredcites →https://doi.org/10.3390/app14219995openalex-snapshot

Aircraft Structural Stress Prediction Based on Multilayer Perceptron Neural Network

inferredcites →https://doi.org/10.3390/cryptography7030039openalex-snapshot

Applications of Neural Network-Based AI in Cryptography

inferredcites →https://doi.org/10.3390/drones6060147openalex-snapshot

Towards the Unmanned Aerial Vehicles (UAVs): A Comprehensive Review

inferredcites →https://doi.org/10.3390/drones6100284openalex-snapshot

Comprehensive Review of UAV Detection, Security, and Communication Advancements to Prevent Threats

inferredcites →https://doi.org/10.3390/drones7050322openalex-snapshot

Artificial Intelligence-Based Autonomous UAV Networks: A Survey

inferredcites →https://doi.org/10.3390/drones8030111openalex-snapshot

Hybrid Encryption for Securing and Tracking Goods Delivery by Multipurpose Unmanned Aerial Vehicles in Rural Areas Using Cipher Block Chaining and Physical Layer Security

inferredcites →https://doi.org/10.3390/drones8050193openalex-snapshot

Strategies for Optimized UAV Surveillance in Various Tasks and Scenarios: A Review

inferredcites →https://doi.org/10.3390/drones8110660openalex-snapshot

Application of Reinforcement Learning in Controlling Quadrotor UAV Flight Actions

inferredcites →https://doi.org/10.3390/drones8120741openalex-snapshot

From Detection to Action: A Multimodal AI Framework for Traffic Incident Response

inferredcites →https://doi.org/10.3390/electronics10131549openalex-snapshot

Machine-Learning-Enabled Intrusion Detection System for Cellular Connected UAV Networks

inferredcites →https://doi.org/10.3390/electronics12132917openalex-snapshot

Research on Identity Authentication Scheme for UAV Communication Network

inferredcites →https://doi.org/10.3390/electronics13112126openalex-snapshot

Vulnerability Assessment and Topology Reconstruction of Task Chains in UAV Networks

inferredcites →https://doi.org/10.3390/electronics13224508openalex-snapshot

LEVIOSA: Natural Language-Based Uncrewed Aerial Vehicle Trajectory Generation

inferredcites →https://doi.org/10.3390/electronics14030638openalex-snapshot

A Performance Analysis of You Only Look Once Models for Deployment on Constrained Computational Edge Devices in Drone Applications

inferredcites →https://doi.org/10.3390/electronics9081185openalex-snapshot

Research of Security Routing Protocol for UAV Communication Network Based on AODV

inferredcites →https://doi.org/10.3390/en17164132openalex-snapshot

Advanced Deep Learning Techniques for Battery Thermal Management in New Energy Vehicles

inferredcites →https://doi.org/10.3390/info16020115openalex-snapshot

Enhancing UAV Security Against GPS Spoofing Attacks Through a Genetic Algorithm-Driven Deep Learning Framework

inferredcites →https://doi.org/10.3390/rs14194925openalex-snapshot

PerDet: Machine-Learning-Based UAV GPS Spoofing Detection Using Perception Data

inferredcites →https://doi.org/10.3390/s21082642openalex-snapshot

Drone Swarms as Networked Control Systems by Integration of Networking and Computing

inferredcites →https://doi.org/10.3390/s22239412openalex-snapshot

GPS Spoofing Detection Method for Small UAVs Using 1D Convolution Neural Network

inferredcites →https://doi.org/10.3390/s23167154openalex-snapshot

An Intelligent Framework for Cyber–Physical Satellite System and IoT-Aided Aerial Vehicle Security Threat Detection

inferredcites →https://doi.org/10.3390/s24186156openalex-snapshot

Detection of GPS Spoofing Attacks in UAVs Based on Adversarial Machine Learning Model

inferredcites →https://doi.org/10.3390/systems11080400openalex-snapshot

A Comprehensive Review of Recent Research Trends on Unmanned Aerial Vehicles (UAVs)

inferredcites →https://doi.org/10.3390/vehicles6010002openalex-snapshot

Artificial Intelligence Approaches for Advanced Battery Management System in Electric Vehicle Applications: A Statistical Analysis towards Future Research Opportunities

inferredcites →https://doi.org/10.34293/sijash.v11i2.6650openalex-snapshot

Ubiquitous Unmanned Aerial Vehicles (UAVs): A Comprehensive Review

inferredcites →https://doi.org/10.36227/techrxiv.174060306.65738406/v1openalex-snapshot

Qwen 2.5: A Comprehensive Review of the Leading Resource-Efficient LLM with potentioal to Surpass All Competitors

inferredcites →https://doi.org/10.3778/j.issn.1673-9418.2103107openalex-snapshot

Survey of Video Object Detection Based on Deep Learning

inferredcites →https://doi.org/10.3934/math.2024348openalex-snapshot

Hybrid arithmetic optimization algorithm with deep learning model for secure Unmanned Aerial Vehicle networks

inferredcites →https://doi.org/10.48084/etasr.7181openalex-snapshot

Enhancing Data Security through Machine Learning-based Key Generation and Encryption

inferredcites →https://doi.org/10.5220/0013377600003899openalex-snapshot

Large Language Models in Cybersecurity: State-of-the-Art

inferredcites →https://doi.org/10.55212/ijaa.1032693openalex-snapshot

Safe land system architecture design of multi-rotors considering engine failure

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-032-09917-4_14openalex-snapshot

Improved Computational Diffie-Hellman-Based Mechanism for Cyber-Physical Security

inferred← citeshttps://doi.org/10.1007/978-3-032-19300-1_23openalex-snapshot

Secure Telemedicine and Remote Robotic Surgery: A Review of Protocols, Challenges, and Performance

inferred← citeshttps://doi.org/10.1007/s43621-025-02310-6openalex-snapshot

Artificial intelligence embedded platform for battery management and autonomous navigation in a prototype electric vehicle

inferred← citeshttps://doi.org/10.1007/s44163-026-00960-7openalex-snapshot

Systematic review of machine and deep learning models for unmanned aerial vehicles cyber threat defense

inferred← citeshttps://doi.org/10.1016/j.atech.2026.101880openalex-snapshot

Unmanned aerial vehicles (UAVs) for smart agriculture with machine learning: A system-oriented review of methods, applications, and challenges

inferred← citeshttps://doi.org/10.1016/j.eswa.2026.132998openalex-snapshot

A survey of large language models for urban traffic signal control

inferred← citeshttps://doi.org/10.1016/j.inffus.2026.104546openalex-snapshot

Large language models for transportation research: Methodologies, state of the art, and future opportunities

inferred← citeshttps://doi.org/10.1016/j.vehcom.2026.101043openalex-snapshot

Communication-aware path planning in multi-UAV networks: A systematic review and cross-layer analysis

inferred← citeshttps://doi.org/10.1038/s44387-026-00101-6openalex-snapshot

AI generated drone command and control station hosted in the sky

inferred← citeshttps://doi.org/10.1109/access.2025.3647023openalex-snapshot

UAV Security: Attacks, Defenses, and Open Challenges

inferred← citeshttps://doi.org/10.1109/acdsa67686.2026.11467610openalex-snapshot

Edge Agentic Systems Architecture (EASA): Design Patterns for Decentralized and Collaborative Edge Intelligence

inferred← citeshttps://doi.org/10.1109/adsssc67751.2026.11582199openalex-snapshot

Intelligent Cybersecurity Architecture for Flying Taxis Using AI-Based Intrusion Detection and Command Validation

inferred← citeshttps://doi.org/10.1109/akgec68790.2026.11485701openalex-snapshot

Federated GNN-DTCN-LSTM Based Lightweight Intrusion Detection System for UAV/FANET Environments Using Feature Optimization

inferred← citeshttps://doi.org/10.1109/eits70066.2026.11609615openalex-snapshot

Scenario-Class Leakage in UAVBench: Grouped Generalization for UAV Reasoning

inferred← citeshttps://doi.org/10.1109/fityr73001.2026.00009openalex-snapshot

UAV Safety and Intelligence: A Comprehensive Review

inferred← citeshttps://doi.org/10.1109/icass69550.2026.11547499openalex-snapshot

EASA: Distributed Agentic Framework for Scalable Federated Edge Intelligence

inferred← citeshttps://doi.org/10.1109/icdsaai69492.2026.11505085openalex-snapshot

Develop Artificial Intelligence Systems for Space Exploration: Processing Images in Real Time and Identifying Anomalies from Radio Frequency Sensor Data from Satellites and Rovers

inferred← citeshttps://doi.org/10.1109/icssit69151.2026.11656661openalex-snapshot

Autonomous Drone Navigation for Urban Environments over Adverse Weather — Reinforcement Learning

inferred← citeshttps://doi.org/10.1109/ismsit67332.2025.11267927openalex-snapshot

Leveraging Large Language Models and Artificial Intelligence for UAVs in 6G-Enabled Non-Terrestrial Networks

inferred← citeshttps://doi.org/10.1109/mwc.2025.3630121openalex-snapshot

Multimodal Large Language Models-Enabled UAV Swarm: Towards Efficient and Intelligent Autonomous Aerial Systems

inferred← citeshttps://doi.org/10.1109/ojcoms.2026.3717215openalex-snapshot

A Survey on Drone Remote ID Architectures, With an Emphasis on Security

inferred← citeshttps://doi.org/10.1109/tfuzz.2026.3717993openalex-snapshot

A Digital Twin-Guided Deep Evidential Framework for Real-Time UAV Risk Assessment With Fuzzy Risk Semantics

inferred← citeshttps://doi.org/10.30748/soi.2025.183.11openalex-snapshot

НАУКОВО-ПРАКТИЧНЕ ОБҐРУНТУВАННЯ НЕОБХІДНОСТІ ПІДВИЩЕННЯ РІВНЯ АВТОНОМНОСТІ БЕЗПІЛОТНИХ АВІАЦІЙНИХ СИСТЕМ В ІНТЕРЕСАХ ПОВІТРЯНОЇ РОЗВІДКИ

inferred← citeshttps://doi.org/10.3389/frai.2026.1752124openalex-snapshot

Systematic review of trends in deep learning for UAV cybersecurity

inferred← citeshttps://doi.org/10.3389/fther.2025.1654815openalex-snapshot

Innovations in thermal energy systems, bridging traditional and emerging technologies for sustainable energy solutions

inferred← citeshttps://doi.org/10.3390/automation7040115openalex-snapshot

Sustainable and Intelligent Automation Framework for Aerospace Alloys Using Multi-Agent Deep Reinforcement Learning

inferred← citeshttps://doi.org/10.3390/computers15020101openalex-snapshot

A Novel Dual-Layer Quantum-Resilient Encryption Strategy for UAV–Cloud Communication Using Adaptive Lightweight Ciphers and Hybrid ECC–PQC

inferred← citeshttps://doi.org/10.3390/drones10080572openalex-snapshot

MiniUAV-VLA: A Compact Vision–Language–Action Model for Cooperative Multi-UAV Search and Elimination via MARL Expert Distillation

inferred← citeshttps://doi.org/10.3390/drones10080602openalex-snapshot

A Review of AI-Enabled UAV-Based Systems for Defense Applications

inferred← citeshttps://doi.org/10.3390/drones10090669openalex-snapshot

Large Language Models for UAV Autonomy from a Perception–Cognition–Action Perspective

inferred← citeshttps://doi.org/10.3390/drones9090657openalex-snapshot

UAVThreatBench: A UAV Cybersecurity Risk Assessment Dataset and Empirical Benchmarking of LLMs for Threat Identification

inferred← citeshttps://doi.org/10.3390/drones9120860openalex-snapshot

SAUCF: A Framework for Secure, Natural-Language-Guided UAS Control

inferred← citeshttps://doi.org/10.3390/electronics15163670openalex-snapshot

Beyond Trust Management: Counterfactual Mission Provenance Intelligence for Explainable UAV Swarm Security

inferred← citeshttps://doi.org/10.3390/fi17100466openalex-snapshot

Building Trust in Autonomous Aerial Systems: A Review of Hardware-Rooted Trust Mechanisms

inferred← citeshttps://doi.org/10.3390/math13213460openalex-snapshot

A Mathematics-Oriented AI Iterative Prediction Framework Combining XGBoost and NARX: Application to the Remaining Useful Life and Availability of UAV BLDC Motors

inferred← citeshttps://doi.org/10.3390/sci8010020openalex-snapshot

Cutting-Edge DoS Attack Detection in Drone Networks: Leveraging Machine Learning for Robust Security

inferred← citeshttps://doi.org/10.3390/su18063064openalex-snapshot

UAVs in Urban Blue–Green Infrastructure Management: A Comprehensive Review of Sensors, Methods, and Applications

inferred← citeshttps://doi.org/10.3724/bnsfc-2025-0285openalex-snapshot

Fundamental Theory and Key Technologies for Information System and Security Management of Low-altitude Economy

inferred← citeshttps://doi.org/10.55056/ceur-ws.org/vol-4164/paper22.pdfopenalex-snapshot

Analysis of Influencing Factors in Planning Military UAV Missions using Machine Learning

Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.