Search Results - "File Classification"

Digital Forensic Analysis of Files Using Deep Learning by Neaimi, Mohammed Al, Hamadi, Hussam Al, Yeun, Chan Yeob, Zemerly, M. Jamal

“…Digital forensic experts are responsible for assisting law enforcement in extracting evidence from electronic devices. Identifying a file type within digital…”
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Information leakage prevention based on the separation of encrypted and compressed data by Kozachok, Alexander, Spirin, Andrey, Kozachok, Vasiliy, Lavrova, Daria

“…The article provides a brief overview of the existing methods of file classification in corporate networks. The necessity of discarding the file header to…”
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정보보호 : 실행파일 헤더내 문서화되지 않은 정보의 비교를 통한 실행파일 분류 방법 by 김정순, Jung Sun Kim, 강정민, Jung Min Kang, 김강산, Kang San Kim, 신욱, Wook Shin

“…파일 식별과 분석은 컴퓨터 포렌식 수사과정에서 디지털증거 획득 및 증거분석에 중요한 요소이며 지금까지 많은 연구가 진행되었다. 그러나 실행파일의 식별과 분석은…”
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Improved Deep Learning Model for Static PE Files Malware Detection and Classification by S. Lad, Sumit, Adamuthe, Amol C.

“…Static analysis and detection of malware is a crucial phase for handling security threats. Most researchers stated that the problem with the static analysis is…”
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Efficient erasure-coded data updates based on file class predictions and hybrid writes by Wei, Bing, Wu, Jigang, Su, Xiaosong, Huang, Qiang, Liu, Yujun, Zhang, Fuhao

“…A small update write can lead to a partial write to an erasure coding group in erasure-coded storage systems, resulting in a time-consuming write-after-read…”
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