Digital Library

1. 31. Study on High-speed Cyber Penetration Attack Analysis Technology based on Static Feature Base Applicable to Endpoints
   Jun-ho Hwang, Seon-bin Hwang, Su-jeong Kim, Tae-jin Lee, Vol. 19, No. 5, pp. 21-31, Oct. 2018
   10.7472/jksii.2018.19.5.21
   Keywords: Malware, Static Analysis, deep neural network
2. 32. Study of Efficient Network Structure for Real-time Image Super-Resolution
   Woojin Jeong, Bok Gyu Han, Dong Seok Lee, Byung In Choi, Young Shik Moon, Vol. 19, No. 4, pp. 45-52, Aug. 2018
   10.7472/jksii.2018.19.4.45
   Keywords: Image super-resolution, deep neural network, Convolutional Neural Network
3. 33. Iceberg-Ship Classification in SAR Images Using Convolutional Neural Network with Transfer Learning
   Jeongwhan Choi, Vol. 19, No. 4, pp. 35-44, Aug. 2018
   10.7472/jksii.2018.19.4.35
   Keywords: Convolutional Neural Network, Deep Learning, Transfer Learning, Pooling Layer, Adam Optimizer, data augmentation
4. 34. Detecting code reuse attack using RNN
   Jin-sub Kim, Jong-sub Moon, Vol. 19, No. 3, pp. 15-23, Jun. 2018
   10.7472/jksii.2018.19.3.15
   Keywords: code reuse attack, ROP(Return-Oriented Programming), RNN(Recurrent Neural Network)
5. 35. An Improved Image Classification Using Batch Normalization and CNN
   Myunggeun Ji, Junchul Chun, Namgi Kim, Vol. 19, No. 3, pp. 35-42, Jun. 2018
   10.7472/jksii.2018.19.3.35
   Keywords: Batch Normalization, Convolutional Neural Network, Image Classification, Deep Learning