PUBLICATIONS

SCI & SCIE

60

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]
59

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]
58

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]
57

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]
56

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]
55

Secure e-Prescription Management System: Mitigating Blended Threat in IoBE

  • Deukhun Kim, Heejin Kim, Jin Kwak
  • Computer Systems Science & Engineering, Tech Science Press
  • 2022-08-01 / Volume : 44 / No : 3 / Page : 2501-2519
  • ISSN : 0267-6192 / DOI : 10.32604/csse.2023.029356
  • Impact Factor : 4.397 / [Q1]
54

Improved Piracy Site Detection Technique using Search Engine

  • Eui-Jin Kim, Deuk-Hun Kim, Jin Kwak
  • KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS
  • 2022-07-31 / Volume : 16 / No : 7 / Page : 2459-2472
  • ISSN : 1976-7277 / DOI : 10.3837/tiis.2022.07.018.
  • Impact Factor : 0.972
53

Novel Architecture of Security Orchestration, Automation and Response in Internet of Blended Environment

  • Minkyung Lee, Julian Jang-Jaccard, Jin Kwak
  • CMC-Computers, Materials & Continua, Tech Science Press
  • 2022-05-18 / Volume : 73 / No : 1 / Page : 199-223
  • ISSN : 1546-2218 / DOI : 10.32604/cmc.2022.028495
  • Impact Factor : 3.86 / [Q2]
52

Machine Learning-Based Advertisement Banner Identification Technique for Effective Piracy Website Detection Process

  • Lelisa Adeba Jilcha, Jin Kwak
  • CMC-Computers, Materials & Continua, Tech Science Press
  • 2021-12-07 / Volume : 71 / No : 2 / Page : 2883-2899
  • ISSN : 1546-2218 / DOI : 10.32604/cmc.2022.023167
  • Impact Factor : 3.772 / [Q2]
51

Rationalization of Network Segregation for Continuity of Financial Services Following COVID-19

  • Manyong Choi, Jin Kwak
  • KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS
  • 2021-11-30 / Volume : 15 / No : 11 / Page : 4163-4183
  • ISSN : 1976-7277 / DOI : 10.3837/tiis.2021.11.016
  • Impact Factor : 0.858
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