Qingru Li

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 21

Top Topics

Malware Detection

Technological Innovations

Classification Scheme

Network Security

Top Venues

Secur. Commun. Networks

Publications

Fangwei Wang, Xipeng Shi, Fang Yang, Ruixin Song, Qingru Li, Zhiyuan Tan, Changguang Wang
MalSort: Lightweight and efficient image-based malware classification using masked self-supervised framework with Swin Transformer. J. Inf. Secur. Appl. 83 (2024)
Fangwei Wang, Meiyun Xie, Zhiyuan Tan, Qingru Li, Changguang Wang
Preserving Differential Privacy in Deep Learning Based on Feature Relevance Region Segmentation. IEEE Trans. Emerg. Top. Comput. 12 (1) (2024)
Qingru Li, Yufei Zhang, Fangwei Wang, Changguang Wang
An Android Malware Detection Method Based on Metapath Aggregated Graph Neural Network. ICA3PP (3) (2023)
Fangwei Wang, Ruixin Song, Qingru Li, Changguang Wang
Efficient Black-Box Adversarial Attacks with Training Surrogate Models Towards Speaker Recognition Systems. ICA3PP (5) (2023)
Qingru Li, Yahong Wang, Fangwei Wang, Zhiyuan Tan, Changguang Wang
A Probability Mapping-Based Privacy Preservation Method for Social Networks. UbiSec (2023)
Fangwei Wang, Ruixin Song, Zhiyuan Tan, Qingru Li, Changguang Wang, Yong Yang
Self-attention is What You Need to Fool a Speaker Recognition System. TrustCom (2023)
Fangwei Wang, Man Yan, Qingru Li, Changguang Wang
A Multivariate Time Series Anomaly Detection Model Based on Spatio-Temporal Dual Features. NaNA (2023)
Fangwei Wang, Guofang Chai, Qingru Li, Changguang Wang
An Efficient Deep Unsupervised Domain Adaptation for Unknown Malware Detection. Symmetry 14 (2) (2022)
Qingru Li, Xinru Wang, Fangwei Wang, Changguang Wang
A Label Flipping Attack on Machine Learning Model and Its Defense Mechanism. ICA3PP (2022)
Fangwei Wang, Shaojie Yang, Changguang Wang, Qingru Li, Kehinde O. Babaagba, Zhiyuan Tan
Toward machine intelligence that learns to fingerprint polymorphic worms in IoT. Int. J. Intell. Syst. 37 (10) (2022)
Fangwei Wang, Yuanyuan Lu, Qingru Li, Changguang Wang, Yonglei Bai
A Co-evolutionary Algorithm-Based Malware Adversarial Sample Generation Method. DSC (2022)
Jia Liu, Qingru Li, Chunyan Lin
Do Listed Companies' Technological Innovations Make Institutional Investors' "Group Holdings" More Favorable?: Based on Network-Clustering. J. Organ. End User Comput. 34 (8) (2022)
Dongmei Zhao, Yaxing Wu, Qingru Li
Network Security Situation Prediction Implemented by Attention and BiLSTM. NaNA (2022)
Changguang Wang, Ziqiu Zhao, Fangwei Wang, Qingru Li
A Novel Malware Detection and Family Classification Scheme for IoT Based on DEAM and DenseNet. Secur. Commun. Networks 2021 (2021)
Fangwei Wang, Shaojie Yang, Qingru Li, Changguan Wang
An internet of things malware classification method based on mixture of experts neural network. Trans. Emerg. Telecommun. Technol. 32 (5) (2021)
Fangwei Wang, Yuanyuan Lu, Changguang Wang, Qingru Li
Binary Black-Box Adversarial Attacks with Evolutionary Learning against IoT Malware Detection. Wirel. Commun. Mob. Comput. 2021 (2021)
Fangwei Wang, Yuanyuan Lu, Qingru Li, Changguang Wang
A Feature-Based Detection System of Adversarial Sample Attack. ML4CS (2) (2020)
Fangwei Wang, Guofang Chai, Qingru Li, Changguang Wang
MagNet with Randomization Defense against Adversarial Examples. NaNA (2020)
Shixuan Li, Dongmei Zhao, Qingru Li
A Framework for Predicting Network Security Situation Based on the Improved LSTM. EAI Endorsed Trans. Collab. Comput. 4 (13) (2020)
Fangwei Wang, Shaojie Yang, Changguang Wang, Qingru Li
A Novel Intrusion Detection System for Malware Based on Time-Series Meta-learning. ML4CS (1) (2020)
Qingru Li, Zhiyuan Tan, Aruna Jamdagni, Priyadarsi Nanda, Xiangjian He, Wei Han
An Intrusion Detection System Based on Polynomial Feature Correlation Analysis. TrustCom/BigDataSE/ICESS (2017)