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Experiences in Instrumented Binary Analysis for Malware

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Software armoring techniques has been causing problems in malware analysis. It obscures and protects malware codes; making analysis difficult to be conducted. As more malware is armed, new method is required to make analysis easier and faster. In this paper, we introduced an automated-method to detect malware unpacking activities using dynamic binary instrumentation. It used bi-gram analysis and fine grained analysis tracking to monitor execution. Our results using off-the-shelf packing tools on both packed malware and packed binary showed that dynamic binary instrumentation can be used as a powerful tool to track obfuscated binaries.
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Keywords: Dynamic Binary Instrumentation; Malware Analysis; Packing

Document Type: Research Article

Affiliations: 1: Department of Information Technology, Swiss German University, BSD City, Tangerang 15339, Indonesia 2: Department of Mathematics, Universitas Indonesia, Kampus UI, Depok 16424, Indonesia 3: Electrical Engineering Department, Universitas Indonesia, Kampus UI, Depok 16424, Indonesia

Publication date: 01 October 2015

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  • ADVANCED SCIENCE LETTERS is an international peer-reviewed journal with a very wide-ranging coverage, consolidates research activities in all areas of (1) Physical Sciences, (2) Biological Sciences, (3) Mathematical Sciences, (4) Engineering, (5) Computer and Information Sciences, and (6) Geosciences to publish original short communications, full research papers and timely brief (mini) reviews with authors photo and biography encompassing the basic and applied research and current developments in educational aspects of these scientific areas.
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