61 |
SaRLog: Semantic-Aware Robust Log Anomaly Detection via BERT-Augmented Contrastive Learning ★
- Jilcha Lelisa Adeba, Deuk-Hun Kim, and Jin Kwak
- IEEE Internet of Things Journal (Early access)
- 2024
- ISSN : 2327-4662 / DOI : 10.1109/jiot.2024.3386183
- Impact Factor : 10.6 / [Q1]
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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]
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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]
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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]
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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]
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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]
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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]
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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
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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]
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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]
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