Jiqiang Liu

Central South University — China

Computer Science · Physical Sciences

16h-index943citations87works1.12yr avg
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Research Topics

Network Security and Intrusion Detection(23), Adversarial Robustness in Machine Learning(15), Advanced Malware Detection Techniques(14), Privacy-Preserving Technologies in Data(13), Cryptography and Data Security(10)

Publications87 total

The association of plasma glucose-to-lactate ratio (GLR) and 28-day all-cause mortality in sepsis with Escherichia coli infection: A retrospective cohort study based on the MIMIC-IV database
Medicine·2026Open Access
Ensemble Shapley: Toward an Efficient and Reliable Data Valuation With Guided Ensemble Aggregation
IEEE Transactions on Knowledge and Data Engineering·2026
From Risk to Resilience: Towards Assessing and Mitigating the Risk of Data Reconstruction Attacks in Federated Learning
SPIRE - Sciences Po Institutional REpository·2025Open Access
Generative AI-Driven Cross-Layer Covert Communication: Fundamentals, Framework, and Case Study
IEEE Communications Magazine·2025· 6 cited
Exploring the Role of Large Language Models in Cybersecurity: A Systematic Survey
arXiv (Cornell University)·2025Open Access
Achieving Network Resilience through Graph Neural Network-enabled Deep Reinforcement Learning
arXiv (Cornell University)·2025Open Access
Generative AI-driven Cross-layer Covert Communication: Fundamentals, Framework and Case Study
arXiv (Cornell University)·2025Open Access
Transnosis: Transformer-Variation-based Bearing Compound Fault Diagnosis with Zero-shot Learning and Domain Adaptation
Engineered Science·2025Open Access
Defending Against Membership Inference Attacks on Iteratively Pruned Deep Neural Networks
2025· 2 citedOpen Access
ECG Signal Classification with a Multi-stage Model Integrating CNN, SNN, and ResNet
Lecture notes in computer science·2024
Enhancing Patient Privacy in IoT-Enabled Intelligent Systems: A Deep and Broad Learning-Based Efficient Encryption Network
2024· 1 cited
Fairness based on anomaly score and adaptive weight in network attack detection
Information Sciences·2024· 1 cited
ASSL-HGAT: Active semi-supervised learning empowered heterogeneous graph attention network
Knowledge-Based Systems·2024· 6 cited
CARE: Ensemble Adversarial Robustness Evaluation Against Adaptive Attackers for Security Applications
arXiv (Cornell University)·2024Open Access
Cross-Modal Mixup Enhance Foundation Model Adaptation for Few-Shot Learning
SSRN Electronic Journal·2024Open Access
A Double-Head Global Reasoning Network for Object Detection of Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing·2023· 14 cited
Backdoor Attack Influence Assessment and Analysis on Multi-Agent Training
2023· 1 cited
Constrained Query Optimization in Differentiated Feature Spaces
2023Open Access
Robust Reinforcement Learning via Progressive Task Sequence
2023· 3 citedOpen Access
TBDetector:Transformer-Based Detector for Advanced Persistent Threats with Provenance Graph
arXiv (Cornell University)·2023· 4 citedOpen Access
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Frequent Co-authors

Xiaolin Chang(13), Wenjia Niu(10), Endong Tong(7), Yixiang Wang(5), Jian Wang(4), Ziqi Yan(4), Gang Li(4), Yunzhe Tian(4), Jogesh K. Muppala(3), Shaohua Lv(3), Zhen Han(3), Shuo Qiu(3), Fan Wu(3), Sheng Zhong(3), Yingxiao Xiang(3), Yingdi Wang(3), Yongzhong He(2), Wei Wang(2), Lin Li(2), Ricardo J. Rodríguez(2)