Jaewoong Moon, Subin Kim, Jaeseung Song, Kyungshin Kim, Vol. 15, No. 12, December 31, 2021
10.3837/tiis.2021.12.003

• Machine Learning
• Artificial intelligence
• data augmentation
• Malware detection

Shanxi Li, Qingguo Zhou, Wei Wei, Vol. 15, No. 9, September 30, 2021
10.3837/tiis.2021.09.010

• Malware detection
• directed cyclic graph
• Markov chain
• Machine Learning
• Neural Network

Hamad Naeem, Bing Guo, Farhan Ullah, Muhammad Rashid Naeem, Vol. 13, No. 7, July 30, 2019
10.3837/tiis.2019.07.023

• CSGM
• internet security
• Grayscale image
• CP-MVCS
• Malware detection
• Machine Learning

Tieming Chen, Qingyu Mao, Mingqi Lv, Hongbing Cheng, Yinglong Li, Vol. 13, No. 4, April 29, 2019
10.3837/tiis.2019.04.025

• android security
• Malware detection
• Deep Learning
• distributed representation
• Word2vec

Zhaowen Lin, Fei Xiao, Yi Sun, Yan Ma, Cong-Cong Xing, Jun Huang, Vol. 12, No. 4, April 29, 2018
10.3837/tiis.2018.04.022

• Malware detection
• detection mechanism
• API call fragments
• homomorphic encryption
• privacy-preserving Naive Bayes classifier

Yanping Xu, Chunhua Wu, Kangfeng Zheng, Xinxin Niu, Tianling Lu, Vol. 11, No. 9, September 29, 2017
10.3837/tiis.2017.09.026

• Android malware detection
• Feature selection
• joint features
• Particle Swarm Optimization
• regularization

Yilin Ye, Lifa Wu, Zheng Hong, Kangyu Huang, Vol. 11, No. 2, February 27, 2017
10.3837/tiis.2017.02.018

• Android
• Malware detection
• Risk
• Machine Learning
• fuzzy logic

Shubair Abdulla, Altyeb Altaher, Vol. 9, No. 8, August 30, 2015
10.3837/tiis.2015.08.012

• Android
• Neuro-Fuzzy
• Malware detection
• system permissions
• Classification

Xi Xiao, Zhenlong Wang, Qi Li, Qing Li, Yong Jiang, Vol. 9, No. 7, July 30, 2015
10.3837/tiis.2015.07.023

• Android
• Mobile Malware
• Malware detection
• system call sequence
• Artificial neural network
• co-occurrence matrix