JICS

1. Effective Adversarial Training by Adaptive Selection of Loss Function in Federated Learning

Suchul Lee, Vol. 25, No. 2, pp. 1-9, Apr. 2024

10.7472/jksii.2024.25.2.1
Keywords: Federated learning, adversarial attacks, adversarial training, trade-off relationship

2. An Efficient BotNet Detection Scheme Exploiting Word2Vec and Accelerated Hierarchical Density-based Clustering

Taeil Lee, Kwanhyun Kim, Jihyun Lee, Suchul Lee, Vol. 20, No. 6, pp. 11-20, Dec. 2019

10.7472/jksii.2019.20.6.11
Keywords: Botnet Detection, Word2vec, clustering, Skip-gram

3. Automatic Malware Detection Rule Generation and Verification System

Sungho Kim, Suchul Lee, Vol. 20, No. 2, pp. 9-19, Apr. 2019

10.7472/jksii.2019.20.2.9
Keywords: Malware, Detection rule, SNORT, LDA, network threat

4. Visualization of Malwares for Classification Through Deep Learning

Hyeonggyeom Kim, Seokmin Han, Suchul Lee, Jun-Rak Lee, Vol. 19, No. 5, pp. 67-75, Oct. 2018

10.7472/jksii.2018.19.5.67
Keywords: Malware visualization, mawlare detection and classification, Deep Learning, CNN

5. Extraction of Network Threat Signatures Using Latent Dirichlet Allocation

Sungil Lee, Suchul Lee, Jun-Rak Lee, Heung-youl Youm, Vol. 19, No. 1, pp. 1-10, Feb. 2018

10.7472/jksii.2018.19.1.1
Keywords: LDA, network threat detection, Intrusion Detection System, signature