SAAE-DNN: Deep Learning Method on Intrusion Detection

Chaofei Tang, Nurbol Luktarhan, Yuxin Zhao

Symmetry

Anomaly DetectionMachine LearningData ScienceEngineeringDefense Systems +10

An Efficient Intrusion Detection Method Based on LightGBM and Autoencoder

Chaofei Tang, Nurbol Luktarhan, Yuxin Zhao

Symmetry

Anomaly DetectionMachine LearningEngineeringInformation SecurityDetection Technique +14

A keyword-based combination approach for detecting phishing webpages

Yan Ding, Nurbol Luktarhan, Keqin Li, +1

Computers & Security

Spam FilteringEngineeringInformation RetrievalInformation SecurityInformation Forensics +3

ICLSTM: Encrypted Traffic Service Identification Based on Inception-LSTM Neural Network

Bei Lu, Nurbol Luktarhan, Chao Ding, +1

Symmetry

Convolutional Neural NetworkInternet Traffic AnalysisEngineeringMachine LearningEncrypted Traffic +15

Android Malware Detection Using TCN with Bytecode Image

Wenhui Zhang, Nurbol Luktarhan, Chao Ding, +1

Symmetry

Image ClassificationMobile SecurityImage AnalysisEngineeringConvolutional Neural Network +12

A Hybrid Analysis-Based Approach to Android Malware Family Classification

Chao Ding, Nurbol Luktarhan, Bei Lu, +1

Entropy

Mobile SecurityEngineeringData MiningPattern RecognitionThreat Detection +9

BFCN: A Novel Classification Method of Encrypted Traffic Based on BERT and CNN

Zhaolei Shi, Nurbol Luktarhan, Yangyang Song, +1

Electronics

Convolutional Neural NetworkInternet Traffic AnalysisEngineeringMachine LearningNetwork Traffic Classification +15

TGA: A Novel Network Intrusion Detection Method Based on TCN, BiGRU and Attention Mechanism

Yangyang Song, Nurbol Luktarhan, Zhaolei Shi, +1

Electronics

Global Temporal InformationInternet Traffic AnalysisEngineeringMachine LearningHardware Security +15

LogLS: Research on System Log Anomaly Detection Method Based on Dual LSTM

Yiyong Chen, Nurbol Luktarhan, Dan Lv

Symmetry

Anomaly DetectionMachine LearningEngineeringFault ForecastingSoftware Engineering +16

TSFN: A Novel Malicious Traffic Classification Method Using BERT and LSTM

Zhaolei Shi, Nurbol Luktarhan, Yangyang Song, +1

Entropy

Internet Traffic AnalysisMalicious Traffic ClassificationAnomaly DetectionMachine LearningData Science +12