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Qingru Li
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 15
Top Topics
Classification Scheme
Malware Detection
Evolutionary Learning
Network Security
Top Venues
NaNA
ML4CS (1)
Int. J. Intell. Syst.
ICA3PP
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Publications
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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)