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Your search keyword '"Kang, Ah Reum"' showing total 8 results
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8 results on '"Kang, Ah Reum"'

6. File-level malware detection using byte streams.

Author

Jeong, Young-Seob, Mswahili, Medard Edmund, and Kang, Ah Reum

Subjects
DEEP learning, MALWARE, INTERNET
Abstract

As more documents appear on the Internet, it becomes important to detect malware within the documents. Malware of non-executables might be more dangerous because people usually open them without worrying about inherent danger. Recently, deep learning models are used to analyze byte streams of the non-executables for malware detection. Although they have shown successful results, they are commonly designed for stream-level detection, but not for file-level detection. In this paper, we propose a new method that aggregates the stream-level results to get file-level results for malware detection. We demonstrate its effectiveness by experimental results with our annotated dataset, and show that it gives performance gain of 3.37–5.89% of F1 scores. [ABSTRACT FROM AUTHOR]

Published
2023
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7. Development of transgenic models susceptible and resistant to SARS-CoV-2 infection in FVB background mice

Author

Seo, Sun-Min, primary, Son, Jae Hyung, additional, Lee, Ji-Hun, additional, Kim, Na-Won, additional, Yoo, Eun-Seon, additional, Kang, Ah-Reum, additional, Jang, Ji Yun, additional, On, Da In, additional, Noh, Hyun Ah, additional, Yun, Jun-Won, additional, Park, Jun Won, additional, Choi, Kang-Seuk, additional, Lee, Ho-Young, additional, Shin, Jeon-Soo, additional, Seo, Jun-Young, additional, Nam, Ki Taek, additional, Lee, Ho, additional, Seong, Je Kyung, additional, and Choi, Yang-Kyu, additional

Published
2022
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