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Showing results 1 to 5 of 5
A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detection
oa mark
Dunmore, Aeryn;
Jang-Jaccard, Julian;
Sabrina, Fariza;
Kwak, Jin
2023-01-01
IEEE Access, Vol.11, pp.76071-76094
Institute of Electrical and Electronics Engineers Inc.
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset
oa mark
Yin, Yuhua;
Jang-Jaccard, Julian;
Xu, Wen;
Singh, Amardeep;
Zhu, Jinting;
Sabrina, Fariza;
Kwak, Jin
2023-12-01
Journal of Big Data, Vol.10 No.1
Springer Science and Business Media Deutschland GmbH
Improved Bidirectional GAN-Based Approach for Network Intrusion Detection Using One-Class Classifier
oa mark
Xu, Wen;
Jang-Jaccard, Julian;
Liu, Tong;
Sabrina, Fariza;
Kwak, Jin
2022-06-01
Computers, Vol.11 No.6
MDPI
Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset
oa mark
Yin, Yuhua;
Jang-Jaccard, Julian;
Sabrina, Fariza;
Kwak, Jin
2023-01-01
Proceedings of the 2023 26th International Conference on Computer Supported Cooperative Work in Design, CSCWD 2023, pp.423-431
Institute of Electrical and Electronics Engineers Inc.
MAGNETO and DeepInsight: Extended Image Translation with Semantic Relationships for Classifying Attack Data with Machine Learning Models
oa mark
Dunmore, Aeryn;
Dunning, Adam;
Jang-Jaccard, Julian;
Sabrina, Fariza;
Kwak, Jin
2023-08-01
Electronics (Switzerland), Vol.12 No.16
Multidisciplinary Digital Publishing Institute (MDPI)
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