Liquan Zhao, Yupeng Zhang, Vol. 15, No. 12, December 31, 2021
10.3837/tiis.2021.12.004

• Artificial intelligence
• generative adversarial networks
• Attention Mechanism
• Random samples

Mingu Kang, HyeungKyeom Kim, Suchul Lee, Seokmin Han, Vol. 15, No. 11, November 30, 2021
10.3837/tiis.2021.11.013

• Malware classification
• Microsoft Malware Classification Challenge (BIG2015)
• conditional GAN
• data augmentation
• Adversarial Examples

Hyeon Seok Yang, Jeong Hoon Han, Young Shik Moon, Vol. 15, No. 10, October 31, 2021
10.3837/tiis.2021.10.012

• Facial Attribute Editing
• spatial attention mechanism
• Semi-supervised learning
• Generative Adversarial Network
• STGAN

Jieren Cheng, Yue Yang, Xiangyan Tang, Naixue Xiong, Yuan Zhang, Feifei Lei, Vol. 14, No. 12, December 31, 2020
10.3837/tiis.2020.12.001

• generative adversarial networks
• Artificial intelligence
• Generative Model
• Deep Learning
• Security

Xianming Li, Guangzhong Sun, Vol. 14, No. 8, August 31, 2020
10.3837/tiis.2020.08.010

• Activity trajectory
• Privacy
• user model
• adversary model
• utility

Beijing Chen, Jiaxin Wang, Yingyue Chen, Zilong Jin, Hiuk Jae Shim, Yun-Qing Shi, Vol. 14, No. 1, January 31, 2020
10.3837/tiis.2020.01.020

• Steganography
• Steganalysis
• high-capacity
• robustness
• adversarial network

Bin Wu, Le Liu, Zhengge Dai, Xiujuan Wang, Kangfeng Zheng, Vol. 13, No. 11, November 30, 2019
10.3837/tiis.2019.11.018

• malicious robots
• social robots detection
• generative adversarial networks
• supervised classification
• unbalanced data

Cong Hu, Xiao-Jun Wu, Zhen-Qiu Shu, Vol. 13, No. 11, November 30, 2019
10.3837/tiis.2019.11.009

• representation learning
• Unsupervised Learning
• generative adversarial networks
• deep convolutional autoencoders
• Bagging

Sangheon Lee, Noo-ri Kim, Youngwha Cho, Jae-Young Choi, Suntae Kim, Jeong-Ah Kim, Jee-Hyong Lee, Vol. 13, No. 8, August 30, 2019
10.3837/tiis.2019.08.027

• Adversarial attack
• Adversarial Defense
• Adversarial Detection
• Gaussian Process Regression
• Image Classification

Seungjin Hong, Sookyun Kim, Shinjin Kang, Vol. 13, No. 8, August 30, 2019
10.3837/tiis.2019.08.025

• Generative Adversarial Nets (GANs)
• 2D Game Sprite
• Deep Learning
• Game Development
• Neural Network