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. A Research on Adversarial Example-based Passive Air Defense Method against Object Detectable AI Drone

Simun Yuk, Hweerang Park, Taisuk Suh, Youngho Cho, Vol. 24, No. 6, pp. 119-125, Dec. 2023

10.7472/jksii.2023.24.6.119
Keywords: object detectable drone, AI drone, Adversarial machine learning, swarm drone, air defense, base defense

3. A Study on Effective Adversarial Attack Creation for Robustness Improvement of AI Models

Si-on Jeong, Tae-hyun Han, Seung-bum Lim, Tae-jin Lee, Vol. 24, No. 4, pp. 25-36, Aug. 2023

10.7472/jksii.2023.24.4.25
Keywords: Artificial intelligence, robustness, Adversarial attack

4. Makeup transfer by applying a loss function based on facial segmentation combining edge with color information

So-hyun Lim, Jun-chul Chun, Vol. 23, No. 4, pp. 35-43, Aug. 2022

10.7472/jksii.2022.23.4.35
Keywords: Makeup Transfer, generative adversarial networks, Histogram of Gradient, BeautyGAN, Loss Function, Facial segmentation

5. Regeneration of a defective Railroad Surface for defect detection with Deep Convolution Neural Networks

Hyeonho Kim, Seokmin Han, Vol. 21, No. 6, pp. 23-31, Dec. 2020

10.7472/jksii.2020.21.6.23
Keywords: Railroad surface, Generative Adversarial Network, Image Representation, Conditional generation model, Detection Model

6. GAN-based shadow removal using context information

Hee-jin Yoon, Kang-jik Kim, Jun-chul Chun, Vol. 20, No. 6, pp. 29-36, Dec. 2019

10.7472/jksii.2019.20.6.29
Keywords: Shadow removal, Generative Adversarial Network, deep-learning

7. Single Image Dehazing Based on Depth Map Estimation via Generative Adversarial Networks

Yao Wang, Woojin Jeong, Young Shik Moon, Vol. 19, No. 5, pp. 43-54, Oct. 2018

10.7472/jksii.2018.19.5.43
Keywords: dehaze, depth estimation, generative adversarial networks.

8. XML Document Encrypt Implementation using Elliptic Curve Cryptosystem

Hoon Ko, Vol. 8, No. 1, pp. 79-86, Feb. 2007
Keywords: ECC, RSA, XML, Encryption