| 5 |
Blended threat prediction based on knowledge graph embedding in the IoBE ★
- Minkyung Lee, Deuk-Hun Kim, Julian Jang-Jaccard, Jin Kwak
- ICT Express, KICS
- 2023-10-20 / Volume : 9 / No : 5 / Page : 903-908
- ISSN : 2405-9595 / DOI : 10.1016/j.icte.2023.08.003
- Impact Factor : 5.4 / [Q2]
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| 4 |
MAGNETO and DeepInsight: Extended Image Translation with Semantic Relationships for Classifying Attack Data with Machine Learning Models ★
- Aeryn Dunmore, Adam Dunning, Julian Jang-Jaccard, Fariza Sabrina, Jin Kwak
- Electronics, MDPI
- 2023-08-15 / Volume : 12 / No : 16 / Page : 1-26
- ISSN : 2079-9292 / DOI : 10.3390/electronics12163463
- Impact Factor : 2.9 / [Q3]
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| 3 |
A Comprehensive Survey of Generative Adversarial Networks (GANs) in Cybersecurity Intrusion Detection ★
- AERYN DUNMORE, JULIAN JANG-JACCARD, FARIZA SABRINA, JIN KWAK
- IEEE Access, IEEE
- 2023-07-19 / Volume : 11 / No : - / Page : 76071-76094
- ISSN : 2169-3536 / DOI : 10.1109/ACCESS.2023.3296707
- Impact Factor : 3.9 / [Q2]
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| 2 |
Network Intrusion Detection in Internet of Blended Environment Using Ensemble of Heterogeneous Autoencoders (E-HAE) ★
- Lelisa Adeba Jilcha, Deuk-Hun Kim, Julian Jang-Jaccard, Jin Kwak
- Computer Systems Science & Engineering, Tech Science Press
- 2023-04-03 / Volume : 46 / No : 3 / Page : 3261-3284
- ISSN : 0267-6192 / DOI : 10.32604/csse.2023.037615
- Impact Factor : 2.2 / [Q3]
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| 1 |
IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset ★
- Yuhua Yin, Julian Jang-Jaccard, Wen Xu, Amardeep Singh, Jinting Zhu, Fariza Sabrina and Jin Kwak
- Journal of Bigdata
- 2023-02-05 / Volume : 10 / No : 15 / Page : 1-26
- ISSN : 2196-1115 / DOI : 10.1186/s40537-023-00694-8
- Impact Factor : 8.1 / [Q1]
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