Le Wang

Improving Robustness of Language Models from a Geometry-aware Perspective

Jinyin Chen, Bin Zhu, Zhaoquan Gu, 2022, FINDINGS.

Gradient Shielding: Towards Understanding Vulnerability of Deep Neural Networks

Zhaoquan Gu, Le Wang, Hui Lu, 2021, IEEE Transactions on Network Science and Engineering.

Adversarial Attack and Defense Strategies of Speaker Recognition Systems: A Survey

Hao Tan, Huan Zhang, Zhaoquan Gu, 2022, Electronics.

STG2P: A two-stage pipeline model for intrusion detection based on improved LightGBM and K-means

M. Guizani, Zhihong Tian, Xiaojiang Du, 2022, Simul. Model. Pract. Theory.

NRI-FGSM: An Efficient Transferable Adversarial Attack for Speaker Recognition Systems

Hao Tan, Huan Zhang, Zhaoquan Gu, 2022, INTERSPEECH.

Defense Against Query-Based Black-Box Attack With Small Gaussian-Noise

Huan Zhang, Bin Zhu, Zhaoquan Gu, 2022, 2022 7th IEEE International Conference on Data Science in Cyberspace (DSC).

E2EGI: End-to-End Gradient Inversion in Federated Learning

Guangyao Chen, Zhaoquan Gu, Le Wang, 2022, IEEE Journal of Biomedical and Health Informatics.

Learning to Discriminate Adversarial Examples by Sensitivity Inconsistency in IoHT Systems

Hao Tan, Huan Zhang, Bin Zhu, 2023, Journal of healthcare engineering.

TREATED: Towards Universal Defense against Textual Adversarial Attacks pdf

Zhihong Tian, Zhaoquan Gu, Le Wang, 2021, ArXiv.

Epidemic Risk Assessment by a Novel Communication Station Based Method

Mohsen Guizani, Xiaojiang Du, Zhaoquan Gu, 2021, IEEE Transactions on Network Science and Engineering.

Adversarial Examples for Chinese Text Classification

Zhaoquan Gu, Weihong Han, Le Wang, 2020, 2020 IEEE Fifth International Conference on Data Science in Cyberspace (DSC).

Misleading Sentiment Analysis: Generating Adversarial Texts by the Ensemble Word Addition Algorithm

Yuexuan Wang, Zhaoquan Gu, Le Wang, 2020, 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics).

Adversarial Examples Generation System Based on Gradient Shielding of Restricted Region

Zhaoquan Gu, Le Wang, Keke Tang, 2020 .

Adversarial Attacks on License Plate Recognition Systems

Zhaoquan Gu, Hao Li, Le Wang, 2020, Computers, Materials & Continua.

Entity Alignment: Optimization by Seed Selection

Zhaoquan Gu, Zhihong Tian, Han Weihong, 2021, MDATA: A New Knowledge Representation Model.

Improving adversarial transferability by temporal and spatial momentum in urban speaker recognition systems

Hao Tan, Zhihong Tian, Huan Zhang, 2022, Comput. Electr. Eng..

MUSEDA: Multilingual Unsupervised and Supervised Embedding for Domain Adaption

Zhihong Tian, Zhaoquan Gu, Le Wang, 2023, Knowl. Based Syst..

DAoB: A Transferable Adversarial Attack via Boundary Information for Speaker Recognition Systems

Le Wang, Junjian Zhang, Binyue Deng, 2023, DADA@IJCAI.

A Few-Shot Class-Incremental Learning Method for Network Intrusion Detection

Le Wang, Yechen Wang, Zhaoquan Gu, 2024, IEEE Transactions on Network and Service Management.