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Jiqiang Liu

Southern University of Science and Technology · CN
Area of research
Signal Processing · Artificial Intelligence
Research interest
Research interests include Computer science, Computer security, Android (operating system), Artificial intelligence, Encryption, and Adversarial system.
h-index
citations
3,585
works
75
NIH funding
primary concept
email

Recent publications

Moving Target Defense Meets Artificial-Intelligence-Driven Network: A Comprehensive Survey
IEEE Internet of Things Journal 2025cited by 23position: middledoi
Explainable and Transferable Adversarial Attack for ML-Based Network Intrusion Detectors
IEEE Transactions on Dependable and Secure Computing 2025cited by 11position: middledoi
Achieving Network Resilience Through Graph Neural Network-Enabled Deep Reinforcement Learning
IEEE Network 2025cited by 9position: middledoi
CurriculumPT: LLM-Based Multi-Agent Autonomous Penetration Testing with Curriculum-Guided Task Scheduling
Applied Sciences 2025cited by 5position: middledoi
Enabling Intelligent Connectivity: A Survey of Secure ISAC in 6G Networks
IEEE Communications Surveys & Tutorials 2024cited by 131position: middledoi
A Multi-Source Dynamic Temporal Point Process Model for Train Delay Prediction
IEEE Transactions on Intelligent Transportation Systems 2024cited by 49position: middledoi
FedASA: A Personalized Federated Learning With Adaptive Model Aggregation for Heterogeneous Mobile Edge Computing
IEEE Transactions on Mobile Computing 2024cited by 29position: middledoi
MASTER: Multi-Source Transfer Weighted Ensemble Learning for Multiple Sources Cross-Project Defect Prediction
IEEE Transactions on Software Engineering 2024cited by 19position: middledoi
A Multitask Network and Two Large-Scale Datasets for Change Detection and Captioning in Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing 2024cited by 18position: lastdoi
EPDB: An Efficient and Privacy-Preserving Electric Charging Scheme in Internet of Robotic Things
IEEE Internet of Things Journal 2024cited by 14position: middledoi
CoBA: Collusive Backdoor Attacks With Optimized Trigger to Federated Learning
IEEE Transactions on Dependable and Secure Computing 2024cited by 13position: middledoi
Improving the Robustness of Pedestrian Detection in Autonomous Driving With Generative Data Augmentation
IEEE Network 2024cited by 12position: middledoi
Toward Learning Model-Agnostic Explanations for Deep Learning-Based Signal Modulation Classifiers
IEEE Transactions on Reliability 2024cited by 9position: lastdoi
Deep Reinforcement Learning-Based Moving Target Defense for Multicast in Software-Defined Satellite Networks
2024cited by 5position: middledoi
Blockchain and Trusted Hardware-Enabled Data Scheduling for Edge Learning in Wireless IIoT
IEEE Internet of Things Journal 2024cited by 5position: middledoi
VeriCNN: Integrity verification of large-scale CNN training process based on zk-SNARK
Expert Systems with Applications 2024cited by 3position: middledoi
Image change combined with CNN power subway vent valve state monitoring
Signal Image and Video Processing 2024cited by 3position: middledoi
Poisoning with Cerberus: Stealthy and Colluded Backdoor Attack against Federated Learning
Proceedings of the AAAI Conference on Artificial Intelligence 2023cited by 83position: middledoi
Attacks Against Cross-Chain Systems and Defense Approaches: A Contemporary Survey
IEEE/CAA Journal of Automatica Sinica 2023cited by 75position: middledoi
FedComm: A Privacy-Enhanced and Efficient Authentication Protocol for Federated Learning in Vehicular Ad-Hoc Networks
IEEE Transactions on Information Forensics and Security 2023cited by 53position: middledoi
How Hard is Takeover in DPoS Blockchains? Understanding the Security of Coin-based Voting Governance
2023cited by 17position: middledoi
Fingerprinting Industrial IoT devices based on multi-branch neural network
Expert Systems with Applications 2023cited by 12position: lastdoi
DIDs-Assisted Secure Cross-Metaverse Authentication Scheme for MEC-Enabled Metaverse
2023cited by 9position: middledoi
An Interpretable Station Delay Prediction Model Based on Graph Community Neural Network and Time-Series Fuzzy Decision Tree
IEEE Transactions on Fuzzy Systems 2022cited by 43position: lastdoi
Multiagent Reinforcement Learning-Based Signal Planning for Resisting Congestion Attack in Green Transportation
IEEE Transactions on Green Communications and Networking 2022cited by 17position: lastdoi
Metaverse-AKA: A Lightweight and PrivacyPreserving Seamless Cross-Metaverse Authentication and Key Agreement Scheme
2022cited by 9position: middledoi
PDGraph: A Large-Scale Empirical Study on Project Dependency of Security Vulnerabilities
2021cited by 27position: lastdoi
A Missing QoS Prediction Approach via Time-Aware Collaborative Filtering
IEEE Transactions on Services Computing 2021cited by 25position: lastdoi
IWA: Integrated gradient‐based white‐box attacks for fooling deep neural networks
International Journal of Intelligent Systems 2021cited by 23position: middledoi
A Hierarchical Energy-Efficient Service Selection Approach With QoS Constraints for Internet of Things
IEEE Transactions on Green Communications and Networking 2021cited by 17position: middledoi

Grants

No grants ingested yet.

Frequent collaborators

Wei Wang · National University of Singapore16 papers (2015–2024) · 11 papers (2018–2025)Xiangliang Zhang · University of Notre Dame9 papers (2014–2024)Zhen Han · Nanjing University of Chinese Medicine9 papers (2014–2025) · 8 papers (2019–2024)Xiaolin Chang · Wannan Medical College8 papers (2014–2023)Tao Zhang · National Institute of Standards and Technology7 papers (2024–2025)Wei Wang · Zhejiang University6 papers (2014–2018) · 6 papers (2020–2025)Dusit Niyato · Guangdong University of Technology5 papers (2024–2025)Xing Wang · Ministry of Education of the People's Republic of China5 papers (2014–2018) · 5 papers (2014–2018) · 5 papers (2014–2017) · 5 papers (2018–2024) · 4 papers (2018–2023) · 4 papers (2021–2025) · 4 papers (2016–2018)Jelena Mišić · University of Manitoba4 papers (2019–2023) · 4 papers (2019–2023)Jiawen Kang · Guangdong University of Technology4 papers (2024–2025)