Acknowledgement
본 연구는 2020년도 호서대학교의 재원으로 학술연구비 지원을 받아 수행되었습니다(2020-0419)
References
- 한국인터넷진흥원, "사이버 위협 동향 보고서(2020년 1분기)", pp. 1-104, 2020년 4월..
- 한국인터넷진흥원, "사이버 위협 동향 보고서(2020년 2분기)", pp. 1-124, 2020년 7월..
- 하우리, "악성코드분류별통계", https://www.hauri.co.kr/security/malicious_pop01.html, 2021년 3월..
- MITRE, "MITRE ATT&CK," https://www.attack.mitre.org Mar. 2021.
- Chandola, Varun, Arindam Banerjee, and Vipin Kumar, "Anomaly detection: A survey." ACM computing surveys (CSUR), Vol. 41, No. 3, pp. 1-58, 2009.
- Ahmed, Mohiuddin, Abdun Naser Mahmood, and Jiankun Hu, "A survey of network anomaly detection techniques." Journal of Network and Computer Applications, Vol. 60, pp. 19-31, 2016. https://doi.org/10.1016/j.jnca.2015.11.016
- Abdallah, Aisha, Mohd Aizaini Maarof, and Anazida Zainal, "Fraud detection system: A survey." Journal of Network and Computer Applications, Vol. 68, pp. 90-113, 2016. https://doi.org/10.1016/j.jnca.2016.04.007
- Chalapathy, Raghavendra, and Sanjay Chawla, "Deep learning for anomaly detection: A survey", arXiv preprint, arXiv:1901.03407, 2019.
- Jabez, Ja, and B. Muthukumar, "Intrusion detection system (IDS): anomaly detection using outlier detection approach", Procedia Computer Science, Vol. 48, pp. 338-346, 2015. https://doi.org/10.1016/j.procs.2015.04.191
- Bontemps, Loic, James McDermott, and Nhien-AnLe-Khac, "Collective anomaly detection based on long short-term memory recurrent neural networks", International Conference on Future Data and Security Engineering. Springer, Cham, 2016.
- Aljawarneh, Shadi, Monther Aldwairi, and Muneer Bani Yassein, "Anomaly-based intrusion detection system through feature selection analysis and building hybrid efficient model", Journal of Computational Science, Vol. 25, pp. 152-160, 2018. https://doi.org/10.1016/j.jocs.2017.03.006
- Cook, Andrew A., Goksel Misirli, and Zhong Fan, "Anomaly detection for IoT time-series data: A survey", IEEE Internet of Things Journal, Vol. 7, No. 7, pp. 6481-6494, 2019. https://doi.org/10.1109/jiot.2019.2958185
- DARKTRACE, "Enterprise Immune System," https://www.darktrace.com/ko/ Mar. 2021
- HYBRID ANALYSIS, "Hybrid-nalysis," https://www.hybrid-analysis.com/?lang=ko Mar. 2021.