FineNet: Few-Shot Mobile Encrypted Traffic Classification via a Deep Triplet Learning Network Based on Transformer.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024
AppFineGraph: Hierarchical Mobile Encrypted Traffic Classification at Multi-Granularities via a Branch Graph Neural Network.
Proceedings of the International Joint Conference on Neural Networks, 2024
Topology construction method of anti-tracking network based on cross-domain decentralized gravity model.
Proceedings of the 22nd IEEE International Conference on Trust, 2023
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
An Incremental Malware Classification Approach Based on Few-Shot Learning.
Proceedings of the IEEE International Conference on Communications, 2022
MALUP: A Malware Classification Framework using Convolutional Neural Network with Deep Unsupervised Pre-training.
Proceedings of the 20th IEEE International Conference on Trust, 2021
Malware Classification on Imbalanced Data through Self-Attention.
Proceedings of the 19th IEEE International Conference on Trust, 2020
Themis: A Novel Detection Approach for Detecting Mixed Algorithmically Generated Domains.
Proceedings of the 15th International Conference on Mobile Ad-Hoc and Sensor Networks, 2019
Detecting Domain Generation Algorithms with Convolutional Neural Language Models.
Proceedings of the 17th IEEE International Conference On Trust, 2018
IPFRA: An Online Protocol Reverse Analysis Mechanism.
Proceedings of the Cloud Computing and Security - 4th International Conference, 2018
SUNVE: Distributed Message Middleware towards Heterogeneous Database Synchronization.
Proceedings of the 10th International Conference on Advanced Infocomm Technology, 2018