Liang Xiao

Affiliations:
  • Xiamen University, China


According to our database1, Liang Xiao authored at least 169 papers between 2003 and 2023.

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Bibliography

2023
Multi-Agent Reinforcement Learning Based UAV Swarm Communications Against Jamming.
IEEE Trans. Wirel. Commun., December, 2023

An Advanced Integrated Visible Light Communication and Localization System.
IEEE Trans. Commun., December, 2023

Broadcast Secrecy Rate Maximization in UAV-Empowered IRS Backscatter Communications.
IEEE Trans. Wirel. Commun., October, 2023

UAV-Powered Multi-User Intelligent Reflecting Surface Backscatter Communication.
IEEE Trans. Veh. Technol., August, 2023

Real-Time DDoS Defense in 5G-Enabled IoT: A Multidomain Collaboration Perspective.
IEEE Internet Things J., March, 2023

Reinforcement Learning Based Energy-Efficient Collaborative Inference for Mobile Edge Computing.
IEEE Trans. Commun., February, 2023

Reinforcement Learning-Based Physical Cross-Layer Security and Privacy in 6G.
IEEE Commun. Surv. Tutorials, 2023

Random Railings Enhancement For RFF Imbalanced Data Augmentation.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Redistillation of Radio Frequency Knowledge for RFF Imbalanced Sample Recognition.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Collaborative Inference for MEC Services Based on Multimodal Deep Neural Network.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Deep Reinforcement Learning for Network Security Applications With A Safety Guide.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Reinforcement Learning Based AUV Localization in Underwater Acoustic Sensor Networks.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Reinforcement Learning Based UAV Swarm Communications Against Jamming.
Proceedings of the IEEE International Conference on Communications, 2023

Reliable Communications for Hypersonic Vehicles: A Reinforcement Learning Approach.
Proceedings of the IEEE Global Communications Conference, 2023

Joint Trajectory Optimization and Power Control for Cognitive UAV-Assisted Secure Communications.
Proceedings of the IEEE Global Communications Conference, 2023

Energy and Latency-Aware Resource Management for UAV-Assisted Mobile Edge Computing Against Jamming.
Proceedings of the IEEE Global Communications Conference, 2023

Reinforcement Learning Based Energy-Efficient Routing with Latency Constraints for FANETs.
Proceedings of the IEEE Global Communications Conference, 2023

Efficient Communications for Multi-Agent Reinforcement Learning in Wireless Networks.
Proceedings of the IEEE Global Communications Conference, 2023

Multi-Agent Reinforcement Learning for Wireless Networks Against Adversarial Communications.
Proceedings of the IEEE Global Communications Conference, 2023

2022
Distributed Deep Reinforcement Learning-Based Spectrum and Power Allocation for Heterogeneous Networks.
IEEE Trans. Wirel. Commun., 2022

3D Geo-Indistinguishability for Indoor Location-Based Services.
IEEE Trans. Wirel. Commun., 2022

Safe Exploration in Wireless Security: A Safe Reinforcement Learning Algorithm With Hierarchical Structure.
IEEE Trans. Inf. Forensics Secur., 2022

Reinforcement Learning Based Network Coding for Drone-Aided Secure Wireless Communications.
IEEE Trans. Commun., 2022

IRS-Aided Energy-Efficient Secure WBAN Transmission Based on Deep Reinforcement Learning.
IEEE Trans. Commun., 2022

DDoS Defense for IoT: A Stackelberg Game Model-Enabled Collaborative Framework.
IEEE Internet Things J., 2022

Reinforcement learning based energy efficient robot relay for unmanned aerial vehicles against smart jamming.
Sci. China Inf. Sci., 2022

Reinforcement Learning Based Vulnerability Analysis for Smart Grids Against False Data Injection Attacks.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

Safe Reinforcement Learning-based Indoor 3D Location Privacy Protection.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2022

Smart Grid Worm Detection Based on Deep Reinforcement Learning.
Proceedings of the IEEE/CIC International Conference on Communications in China, 2022

Environment-Aware Reinforcement Learning Based VANET Communications Against Jamming and Interference.
Proceedings of the IEEE Global Communications Conference, 2022

Energy-Efficient Collaborative Inference in MEC: A Multi-Agent Reinforcement Learning Based Approach.
Proceedings of the 8th International Conference on Big Data Computing and Communications, 2022

2021
Learning-Based Low-Latency VIoT Video Streaming Against Jamming and Interference.
IEEE Wirel. Commun., 2021

Deep Reinforcement Learning-Based Intelligent Reflecting Surface for Secure Wireless Communications.
IEEE Trans. Wirel. Commun., 2021

Reinforcement Learning-Based Physical-Layer Authentication for Controller Area Networks.
IEEE Trans. Inf. Forensics Secur., 2021

UAV Anti-Jamming Video Transmissions With QoE Guarantee: A Reinforcement Learning-Based Approach.
IEEE Trans. Commun., 2021

Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management.
IEEE J. Sel. Areas Commun., 2021

Deep-Reinforcement-Learning-Based User Profile Perturbation for Privacy-Aware Recommendation.
IEEE Internet Things J., 2021

Reinforcement Learning Based Efficient Underwater Image Communication.
IEEE Commun. Lett., 2021

UAV-Aided Anti-Jamming Maritime Communications: A Deep Reinforcement Learning Approach.
Proceedings of the 13th International Conference on Wireless Communications and Signal Processing, 2021

Reinforcement Learning Based Sensor Encryption and Power Control for Low-Latency WBANs.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Reinforcement Learning Based Energy Efficient Underwater Passive Localization of Hidden Mobile Node.
Proceedings of the IEEE International Conference on Signal Processing, 2021

Reinforcement Learning Based Accurate Detection of Malicious URLs with Multi-Feature Analysis.
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

Learning Based Efficient Federated Learning for Object Detection in MEC Against Jamming.
Proceedings of the 10th IEEE/CIC International Conference on Communications in China, 2021

3D Beamforming Based on Deep Learning for Secure Communication in 5G and Beyond Wireless Networks.
Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

Drone-Aided Network Coding for Secure Wireless Communications: A Reinforcement Learning Approach.
Proceedings of the IEEE Global Communications Conference, 2021

2020
UAV-Aided Cellular Communications with Deep Reinforcement Learning Against Jamming.
IEEE Wirel. Commun., 2020

Reinforcement Learning-Based Downlink Interference Control for Ultra-Dense Small Cells.
IEEE Trans. Wirel. Commun., 2020

Reinforcement Learning Based PHY Authentication for VANETs.
IEEE Trans. Veh. Technol., 2020

Heterogeneous Edge Offloading With Incomplete Information: A Minority Game Approach.
IEEE Trans. Parallel Distributed Syst., 2020

Reinforcement Learning-Based Mobile Offloading for Edge Computing Against Jamming and Interference.
IEEE Trans. Commun., 2020

A Reinforcement Learning and Blockchain-Based Trust Mechanism for Edge Networks.
IEEE Trans. Commun., 2020

DeepFusion: predicting movie popularity via cross-platform feature fusion.
Multim. Tools Appl., 2020

Mobile Edge Computing Against Smart Attacks with Deep Reinforcement Learning in Cognitive MIMO IoT Systems.
Mob. Networks Appl., 2020

Reinforcement Learning Based Energy Efficient Underwater Localization.
Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

Energy Efficient Relay in UAV Networks Against Jamming: A Reinforcement Learning Based Approach.
Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Reinforcement Learning Aided Network Architecture Generation for JPEG Image Steganalysis.
Proceedings of the IH&MMSec '20: ACM Workshop on Information Hiding and Multimedia Security, 2020

Electric Network Frequency Based Audio Forensics Using Convolutional Neural Networks.
Proceedings of the Advances in Digital Forensics XVI, 2020

Auto-Generating Neural Networks with Reinforcement Learning for Multi-Purpose Image Forensics.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

(τ, ϵ)-Greedy Reinforcement Learning For Anti-Jamming Wireless Communications.
Proceedings of the IEEE Global Communications Conference, 2020

Learning Based Energy Efficient Radar Power Control Against Deceptive Jamming.
Proceedings of the IEEE Global Communications Conference, 2020

2019
Learning-Based Computation Offloading for IoT Devices With Energy Harvesting.
IEEE Trans. Veh. Technol., 2019

Impulsive Noise Recovery and Elimination: A Sparse Machine Learning Based Approach.
IEEE Trans. Veh. Technol., 2019

Learning Driven Computation Offloading for Asymmetrically Informed Edge Computing.
IEEE Trans. Parallel Distributed Syst., 2019

Deep Reinforcement Learning-Enabled Secure Visible Light Communication Against Eavesdropping.
IEEE Trans. Commun., 2019

Learning-Based Privacy-Aware Offloading for Healthcare IoT With Energy Harvesting.
IEEE Internet Things J., 2019

Reinforcement Learning-Based Microgrid Energy Trading With a Reduced Power Plant Schedule.
IEEE Internet Things J., 2019

Eliminating NB-IoT Interference to LTE System: A Sparse Machine Learning-Based Approach.
IEEE Internet Things J., 2019

Learning-Based PHY-Layer Authentication for Underwater Sensor Networks.
IEEE Commun. Lett., 2019

Reinforcement Learning-Based Adaptive Modulation and Coding for Efficient Underwater Communications.
IEEE Access, 2019

Reinforcement Learning-Based Sensor Access Control for WBANs.
IEEE Access, 2019

SMDP Based Cross-Area Resource Management for Vehicular Cloud Networks.
Proceedings of the 89th IEEE Vehicular Technology Conference, 2019

Reinforcement Learning Based UAV Trajectory and Power Control Against Jamming.
Proceedings of the Machine Learning for Cyber Security - Second International Conference, 2019

Voltage Based Authentication for Controller Area Networks with Reinforcement Learning.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Protecting Semantic Trajectory Privacy for VANET with Reinforcement Learning.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Reinforcement Learning with Safe Exploration for Network Security.
Proceedings of the IEEE International Conference on Acoustics, 2019

Privacy Aware Recommendation: Reinforcement Learning Based User Profile Perturbation.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

QoE-Aware Power Control for UAV-Aided Media Transmission with Reinforcement Learning.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

2018
Security in Mobile Edge Caching with Reinforcement Learning.
IEEE Wirel. Commun., 2018

PHY-Layer Authentication With Multiple Landmarks With Reduced Overhead.
IEEE Trans. Wirel. Commun., 2018

User-Centric View of Unmanned Aerial Vehicle Transmission Against Smart Attacks.
IEEE Trans. Veh. Technol., 2018

UAV Relay in VANETs Against Smart Jamming With Reinforcement Learning.
IEEE Trans. Veh. Technol., 2018

Reinforcement Learning-Based NOMA Power Allocation in the Presence of Smart Jamming.
IEEE Trans. Veh. Technol., 2018

Two-Dimensional Antijamming Mobile Communication Based on Reinforcement Learning.
IEEE Trans. Veh. Technol., 2018

Mobile Crowdsensing Games in Vehicular Networks.
IEEE Trans. Veh. Technol., 2018

Attacker-Centric View of a Detection Game against Advanced Persistent Threats.
IEEE Trans. Mob. Comput., 2018

A Secure Mobile Crowdsensing Game With Deep Reinforcement Learning.
IEEE Trans. Inf. Forensics Secur., 2018

IoT Security Techniques Based on Machine Learning: How Do IoT Devices Use AI to Enhance Security?
IEEE Signal Process. Mag., 2018

Reinforcement Learning-Based Control for Unmanned Aerial Vehicles.
J. Commun. Inf. Networks, 2018

Defense Against Advanced Persistent Threats in Dynamic Cloud Storage: A Colonel Blotto Game Approach.
IEEE Internet Things J., 2018

Utility Maximization of Cloud-Based In-Car Video Recording Over Vehicular Access Networks.
IEEE Internet Things J., 2018

Anti-Jamming Underwater Transmission With Mobility and Learning.
IEEE Commun. Lett., 2018

Secure Mobile Crowdsensing with Deep Learning.
CoRR, 2018

Reinforcement Learning-based Energy Trading for Microgrids.
CoRR, 2018

IoT Security Techniques Based on Machine Learning.
CoRR, 2018

Reinforcement Learning Based Power Control for In-Body Sensors in WBANs Against Jamming.
IEEE Access, 2018

Adaptive modulation switching strategy based on Q-learning for underwater acoustic communication channel.
Proceedings of the Thirteenth ACM International Conference on Underwater Networks & Systems, 2018

Learning-Based Defense against Malicious Unmanned Aerial Vehicles.
Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

DQN-Based Power Control for IoT Transmission against Jamming.
Proceedings of the 87th IEEE Vehicular Technology Conference, 2018

Towards Smart Educational Recommendations with Reinforcement Learning in Classroom.
Proceedings of the IEEE International Conference on Teaching, 2018

Learning Based Security for VANET with Blockchain.
Proceedings of the IEEE International Conference on Communication Systems, 2018

Learning-Based Rogue Edge Detection in VANETs with Ambient Radio Signals.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

Reinforcement Learning-Based Interference Control for Ultra-Dense Small Cells.
Proceedings of the IEEE Global Communications Conference, 2018

Learning Based Power Control for mmWave Massive MIMO against Jamming.
Proceedings of the IEEE Global Communications Conference, 2018

Reinforcement Learning Based Power Control for VANET Broadcast against Jamming.
Proceedings of the IEEE Global Communications Conference, 2018

2017
Game Theoretic Study on Channel-Based Authentication in MIMO Systems.
IEEE Trans. Veh. Technol., 2017

Cloud-Based Malware Detection Game for Mobile Devices with Offloading.
IEEE Trans. Mob. Comput., 2017

Active authentication with reinforcement learning based on ambient radio signals.
Multim. Tools Appl., 2017

Cloud Storage Defense Against Advanced Persistent Threats: A Prospect Theoretic Study.
IEEE J. Sel. Areas Commun., 2017

Physical-Layer Authentication Based on Extreme Learning Machine.
IEEE Commun. Lett., 2017

Learning-Based Computation Offloading for IoT Devices with Energy Harvesting.
CoRR, 2017

Two-dimensional Anti-jamming Mobile Communication Based on Reinforcement Learning.
CoRR, 2017

Evolutionary Game Theoretic Analysis of Advanced Persistent Threats Against Cloud Storage.
IEEE Access, 2017

Defense Against Advanced Persistent Threats with Expert System for Internet of Things.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2017

Cumulative prospect theoretic study of a cloud storage defense game against advanced persistent threats.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

FuzzyDP: Fuzzy-based big data publishing against inquiry attacks.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Game theoretic study on blockchain based secure edge networks.
Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017

Collaborative UFH-based anti-jamming broadcast with learning.
Proceedings of the 2017 IEEE/CIC International Conference on Communications in China, 2017

FHY-layer authentication with multiple landmarks with reduced communication overhead.
Proceedings of the IEEE International Conference on Communications, 2017

Defense against advanced persistent threats: A Colonel Blotto game approach.
Proceedings of the IEEE International Conference on Communications, 2017

Game theoretic study of protecting MIMO transmissions against smart attacks.
Proceedings of the IEEE International Conference on Communications, 2017

Two-dimensional anti-jamming communication based on deep reinforcement learning.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Reinforcement Learning Based Mobile Offloading for Cloud-Based Malware Detection.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Anti-Jamming Power Control Game in Unmanned Aerial Vehicle Networks.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Anti-Jamming Communication Game for UAV-Aided VANETs.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Energy Trading Game for Microgrids Using Reinforcement Learning.
Proceedings of the Game Theory for Networks - 7th International EAI Conference, 2017

2016
PHY-Layer Spoofing Detection With Reinforcement Learning in Wireless Networks.
IEEE Trans. Veh. Technol., 2016

Secure routing and resource allocation based on game theory in cooperative cognitive radio networks.
Concurr. Comput. Pract. Exp., 2016

A Mobile Offloading Game Against Smart Attacks.
IEEE Access, 2016

Prospect Theoretic Study of Cloud Storage Defense against Advanced Persistent Threats.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

Channel-Based Authentication Game in MIMO Systems.
Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015
Anti-Jamming Transmissions in Cognitive Radio Networks
Springer Briefs in Electrical and Computer Engineering, Springer, ISBN: 978-3-319-24292-7, 2015

Prospect Theoretic Analysis of Energy Exchange Among Microgrids.
IEEE Trans. Smart Grid, 2015

Power control with reinforcement learning in cooperative cognitive radio networks against jamming.
J. Supercomput., 2015

User-Centric View of Jamming Games in Cognitive Radio Networks.
IEEE Trans. Inf. Forensics Secur., 2015

Anti-Jamming Transmission Stackelberg Game With Observation Errors.
IEEE Commun. Lett., 2015

Anti-jamming transmissions with learning in heterogenous cognitive radio networks.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference Workshops, 2015

Jamming Detection of Smartphones for WiFi Signals.
Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Collaborative Anti-Jamming Broadcast with Uncoordinated Frequency Hopping over USRP.
Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Mobile cloud offloading for malware detections with learning.
Proceedings of the 2015 IEEE Conference on Computer Communications Workshops, 2015

Secure mobile crowdsensing game.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

Spoofing Detection with Reinforcement Learning in Wireless Networks.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

Jamming Games in Underwater Sensor Networks with Reinforcement Learning.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Anti-cheating prosumer energy exchange based on indirect reciprocity.
Proceedings of the IEEE International Conference on Communications, 2014

Prospect theoretic analysis of anti-jamming communications in cognitive radio networks.
Proceedings of the IEEE Global Communications Conference, 2014

User-centric analysis on jamming game with action detection error.
Proceedings of the 2014 5th International Conference on Game Theory for Networks, 2014

Power control Stackelberg game in cooperative anti-jamming communications.
Proceedings of the 2014 5th International Conference on Game Theory for Networks, 2014

2013
Proximity-Based Security Techniques for Mobile Users in Wireless Networks.
IEEE Trans. Inf. Forensics Secur., 2013

Secure relay selection based on learning with negative externality in wireless networks.
EURASIP J. Adv. Signal Process., 2013

Proximity-based security using ambient radio signals.
Proceedings of IEEE International Conference on Communications, 2013

2012
MAC Design of Uncoordinated FH-Based Collaborative Broadcast.
IEEE Wirel. Commun. Lett., 2012

Communication Efficiency of Anti-Jamming Broadcast in Large-Scale Multi-Channel Wireless Networks.
IEEE Trans. Signal Process., 2012

Jamming-Resistant Collaborative Broadcast Using Uncoordinated Frequency Hopping.
IEEE Trans. Inf. Forensics Secur., 2012

Indirect Reciprocity Security Game for Large-Scale Wireless Networks.
IEEE Trans. Inf. Forensics Secur., 2012

Indirect reciprocity game modelling for secure wireless networks.
Proceedings of IEEE International Conference on Communications, 2012

2011
Jamming-Resistant Collaborative Broadcast in Wireless Networks, Part I: Single-Hop Networks.
Proceedings of the Global Communications Conference, 2011

Jamming-Resistant Collaborative Broadcast in Wireless Networks, Part II: Multihop Networks.
Proceedings of the Global Communications Conference, 2011

Game-Theoretic Approach against Selfish Attacks in Cognitive Radio Networks.
Proceedings of the 10th IEEE/ACIS International Conference on Computer and Information Science, 2011

2010
PHY-Authentication Protocol for Spoofing Detection in Wireless Networks.
Proceedings of the Global Communications Conference, 2010

2009
Channel-based spoofing detection in frequency-selective rayleigh channels.
IEEE Trans. Wirel. Commun., 2009

Channel-based detection of Sybil attacks in wireless networks.
IEEE Trans. Inf. Forensics Secur., 2009

2008
Using the physical layer for wireless authentication in time-variant channels.
IEEE Trans. Wirel. Commun., 2008

Distributed measurements for estimating and updating cellular system performance.
IEEE Trans. Commun., 2008

A Physical-Layer Technique to Enhance Authentication for Mobile Terminals.
Proceedings of IEEE International Conference on Communications, 2008

MIMO-assisted channel-based authentication in wireless networks.
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008

2007
Sensor-assisted localization in cellular systems.
IEEE Trans. Wirel. Commun., 2007

Fingerprints in the Ether: Using the Physical Layer for Wireless Authentication.
Proceedings of IEEE International Conference on Communications, 2007

2006
Sensor Networks for Estimating and Updating the Performance of Cellular Systems.
Proceedings of IEEE International Conference on Communications, 2006

Impact of Pilot Assisted Channel State Estimation on Multiple Antenna Multiuser TDD Systems with Spatial Filtering.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

2003
QoS-oriented scheduling algorithm for mobile multimedia in OFDM.
Proceedings of the IEEE 14th International Symposium on Personal, 2003


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