1 |
R. Kath, "The Portable Executable File Format from Top to Bottom", MSDN Libary, Microsoft Corporation, 1993. http://www.csn.ul.ie/~caolan/pub/winresdump/winresdump/doc/pefile2.html
|
2 |
J. Saxe, H. Sanders, "Malware Data Science", Youngjin, 2020.
|
3 |
J. Saxe, K. Berlin, "Deep neural network based malware detection using two dimensional binary program features", 2015 10th International Conference on Malicious and Unwanted Software(MALWARE), pp. 11-20, 2015. http://dx.doi.org/10.1109/MALWARE.2015.7413680
DOI
|
4 |
H. S. Anderson, P. Roth, "EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models", arXiv preprint arXiv:1804.04637, 2018. https://arxiv.org/abs/1804.04637v2
|
5 |
Shim Seung-bae, "Military introduction direction and tasks of Open O.S", 33rd SPRi Forum, 2017. https://spri.kr/download/21770
|
6 |
Clarence Chio, David Freeman, "Machine Learning and Security", pp. 175, O'Reilly Media, Inc., 2018.
|
7 |
Y. Oyama, T. Miyashita, H. Kokubo, "Identifying Useful Features for Malware Detection in the Ember Dataset", 2019 7th International Symposium on Computing and Networking Workshops(CANDARW). IEEE, pp. 360-366, 2019. http://dx.doi.org/10.1109/CANDARW.2019.00069
DOI
|
8 |
S. Parmanik, H. Teja, "EMBER - Analysis of Malware Dataset Using Convolutional Neural Networks", 2019 3rd International Conference on Inventive Systems and Control(ICISC), pp. 286-291, 2019. http://dx.doi.org/9/ICISC44355.2019.9036424
|
9 |
KISA, "2021 First Half KISA Cyber Security Issue Report", 2021. https://www.krcert.or.kr/filedownload.do?attach_file_seq=3431&attach_file_id=EpF3431.pdf
|
10 |
Mcafee, "Mcafee ATR Threats Report 4.21", 2021. https://www.mcafee.com/enterprise/en-us/lp/threats-repor ts/apr-2021.html
|
11 |
S. Hocheriter, J. Schmidhuber, "Long short-term memory", Nneurl computation 9, no. 8, pp. 1735-1780, 1997. http://dx.doi.org/10.1162/neco.1997.9.8.1735
DOI
|
12 |
Yukinaga Azuma, "Introduction to core deep learning", onlybook, 2020.
|
13 |
M. Ahmadi, D. Ulyanov, S. Semenov, M. Trofimov, G. Giacinto, "Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification", In Proceedings of the 6th ACM CODASPY '18, pp. 183-194, 2016. http://dx.doi.org/10.1145/2857705.2857713
DOI
|
14 |
Mike Schuster, Kuldip K. Paliwal, "Bidirectional Recurrent Neural Networks", IEEE Transactions on signal processing, Vol. 45, No. 11, 1997. http://dx.doi.org/10.1109/78.650093
DOI
|
15 |
Yunseok Rhee, "Malicious Code Detection Method Using LSTM Learning on the File Access Behavior", The Journal of Korean Institute of Information Technology, Vol.18, no. 2, pp.25-32, 2020. http://dx.doi.org/10.14801/jkiit.2020.18.2.25
DOI
|