Visible to the public "A New Static Detection Method of Malicious Document Based on Wavelet Package Analysis"Conflict Detection Enabled

Title"A New Static Detection Method of Malicious Document Based on Wavelet Package Analysis"
Publication TypeConference Paper
Year of Publication2015
AuthorsB. Gu, Y. Fang, P. Jia, L. Liu, L. Zhang, M. Wang
Conference Name2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP)
Date PublishedSept
PublisherIEEE
ISBN Number978-1-5090-0188-0
Accession Number15804711
KeywordsCompounds, document handling, entropy analysis componen, feature extraction, infected compound document, invasive software, malicious code, malicious document detection, malicious document detection system, malicious program, Malware, persistent threat attacks, Portable document format, pubcrawl170101, static detection method, wavelet analysis, wavelet package analysis, wavelet transform, wavelet transforms, zero-day exploit
Abstract

More and more advanced persistent threat attacks has happened since 2009. This kind of attacks usually use more than one zero-day exploit to achieve its goal. Most of the times, the target computer will execute malicious program after the user open an infected compound document. The original detection method becomes inefficient as the attackers using a zero-day exploit to structure these compound documents. Inspired by the detection method based on structural entropy, we apply wavelet analysis to malicious document detection system. In our research, we use wavelet analysis to extract features from the raw data. These features will be used todetect whether the compound document was embed malicious code.

URLhttp://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7415824&isnumber=7415733
DOI10.1109/IIH-MSP.2015.72
Citation Key7415824