1 |
Dong-Geun Lee. "Analysis of Malware Detection Techniquesbased on Machine Learning." Graduate School of Soonchunhyang University, Feb. 2018
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2 |
El Merabet, Hoda, and Abderrahmane Hajraoui. "A survey of malware detection techniques based on machine learning." International Journal of Advanced Computer Science and Applications. Vol. 10 No. 1, pp. 366-373. 2019.
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3 |
Feature engineering, http://www.incodom.kr/%EA%B8%B0%EA%B3%84%ED%95%99%EC%8A%B5/feature_engineering.
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Decision Tree, https://ko.wikipedia.org/wiki/%EA%B2%B0%EC%A0%95_%ED%8A%B8%EB%A6%AC
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Random forest, https://ko.wikipedia.org/wiki/%EB%9E%9C%EB%8D%A4_%ED%8F%AC%EB%A0%88%EC%8A%A4%ED%8A%B8
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SVM, https://ko.wikipedia.org/wiki/%EC%84%9C%ED%8F%AC%ED%8A%B8_%EB%B2%A1%ED%84%B0_%EB%A8%B8%EC%8B%A0
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KNN, https://ko.wikipedia.org/wiki/K-%EC%B5%9C%EA%B7%BC%EC%A0%91_%EC%9D%B4%EC%9B%83_%EC%95%8C%EA%B3%A0%EB%A6%AC%EC%A6%98
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8 |
Woo-Seok Go, Chun-Gyeong Yoon, Han-Pil Rhee, Soon-Jin Hwang, Sang-Woo LEE, "A Study on the prediction of BMI(Benthic Macroinvertebrate Index) using Machine Learning Based CFS(Correlation-based Feature Selection) and Random Forest Model", Journal of Korean Society on Water Environment, Vol.35, No.5, pp.425-431, September, 2019. DOI:.10.15681/KSWE.2019.35.5.425
DOI
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9 |
ENISA Threat Landscape 2020, https://online.flippingbook.com/view/165705/, Oct. 2020.
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10 |
Sung-Guk Choi, "A Study on the Prediction of Intrusion Types Using a Support Vector Machine", Yonsei University, Feb. 2016.
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11 |
Hong-bi Kim, Tae-jin Lee, "Stacked Autoencoder Based Malware Feature Refinement Technology Research", Journal of Korea Institute of Information Security & Cryptology, Vol.30, No.4, pp-593-603, Aug. 2020. DOI:10.13089/JKIISC.2020.30.4.593
DOI
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12 |
Seong-Eun Kang, Nguyen Vu Long, Sou-hwan Jung, "Android Malware Detection Using Permission-Based Machine Learning Apporach", Journal of The Korea Institute of Information Security & Cryptology, Vol.28, No.3, pp.617-623, Jun, 2018. DOI:10.13089/JKIISC.2018.28.3.617
DOI
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13 |
Seong-Min Jeong, Hyeon-Seok Kim, Young-Jae Kim, Myung-Keun Yoon, "V-gram: Malware Detection Using Opcode Basic Blocks and Deep Learning", Journal of KIISE, Vol.46, No.7, pp.599-605, July, 2019. DOI:10.5626/JOK.2019.46.7.599
DOI
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14 |
Jin-Young Cho, Eun-Gi Ko, Hye-Bin Yoo, Mi-Ri Cho, Chang-Jin Seo, "A Study on Malware Detection System Using Static Analysis and Stacking", The Transactions of the Korean Institute of Electrical Engineers, Vol.69P, No.3, pp.187-192, September, 2020. DOI:10.5370/KIEEP.2020.69.3.187
DOI
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15 |
Young-Min Cho, Hun-Yeong Kwon, "Machine Lerning Based Malware Detection Using API Call Time Interval", Journal of The Korea Institute of Information Security & Cryptology, Vol.30, No.1, pp.51-58, Feb, 2020. DOI:10.13089/JKIISC.2020.30.1.51
DOI
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