2025
Adaptive Jamming Decision-Making Against FHSS Communications via Inexpert Demonstrations Assisted Meta Reinforcement Learning.
IEEE Commun. Lett., January, 2025
Optimization for Paralyzing G2A Communication Network: A DRL-Based Joint Path Planning and Jamming Power Allocation Approach.
IEEE Signal Process. Lett., 2025
2024
Fast Adaptive Jamming Resource Allocation Against Frequency-Hopping Spread Spectrum in Wireless Sensor Networks via Meta-Deep-Reinforcement-Learning.
IEEE Trans. Aerosp. Electron. Syst., December, 2024
GATR: Transformer Based on Guided Aggregation Decoder for 3D Multi-Modal Detection.
IEEE Robotics Autom. Lett., November, 2024
Dynamic Jamming Power Allocation With Incomplete Sensing Information: Improving by GAN and Opponent Modeling.
IEEE Commun. Lett., May, 2024
GAF-MAE: A Self-Supervised Automatic Modulation Classification Method Based on Gramian Angular Field and Masked Autoencoder.
IEEE Trans. Cogn. Commun. Netw., February, 2024
Automatic Alert Categories Standardization for Heterogeneous Devices with Incomplete Semantic Knowledge Based on LSTM.
Proceedings of the Science of Cyber Security - 6th International Conference, 2024
An Efficient IOC-Driven BigData Tracing and Backtracking Model for Emergency Response.
Proceedings of the Science of Cyber Security - 6th International Conference, 2024
Family Similarity-Enhanced Implicit Data Augmentation for Malware Classification.
Proceedings of the Science of Cyber Security - 6th International Conference, 2024
Malware Variant Detection Based on Knowledge Transfer and Ensemble Learning.
Proceedings of the Science of Cyber Security - 6th International Conference, 2024
Exemplar-Free Deep Incremental Hashing for Efficient Image Retrieval.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024
Dynamic Multi-Scale Context Aggregation for Conversational Aspect-Based Sentiment Quadruple Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2024
Triple GNNs: Introducing Syntactic and Semantic Information for Conversational Aspect-Based Quadruple Sentiment Analysis.
Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024
2023
Real-Time Aggregation for Massive Alerts Based on Dynamic Attack Granularity Graph.
Proceedings of the Science of Cyber Security - 5th International Conference, 2023
UCWSC: A unified cross-modal weakly supervised classification ensemble framework.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023
2022
ConvLSTMAE: A Spatiotemporal Parallel Autoencoders for Automatic Modulation Classification.
IEEE Commun. Lett., 2022
Cost-Effective Malware Classification Based on Deep Active Learning.
Proceedings of the Security and Privacy in Communication Networks, 2022
Malware Classification Based on Semi-Supervised Learning.
Proceedings of the Science of Cyber Security - 4th International Conference, 2022
Towards Better Personalization: A Meta-Learning Approach for Federated Recommender Systems.
Proceedings of the Knowledge Science, Engineering and Management, 2022
Evaluation Method of Communication Countermeasure Combat Effectiveness based on Cloud Model.
Proceedings of the IEEE International Conference on Signal Processing, 2022
An Incremental Malware Classification Approach Based on Few-Shot Learning.
Proceedings of the IEEE International Conference on Communications, 2022
2021
MALUP: A Malware Classification Framework using Convolutional Neural Network with Deep Unsupervised Pre-training.
Proceedings of the 20th IEEE International Conference on Trust, 2021
2020
Specific Emitter Identification Against Unreliable Features Interference Based on Time-Series Classification Network Structure.
IEEE Access, 2020
2019
Fingerprint Feature Recognition of Frequency Hopping Radio with FCBF-NMI Feature Selection.
Proceedings of the Communications, Signal Processing, and Systems, 2019