DocumentCode
120003
Title
Reconstruction of data type in obfuscated binary programs
Author
Wei Ding ; ZhiMin Gu ; Feng Gao
Author_Institution
Sch. of Comput. Sci. Technol., Beijing Inst. of Technol., Beijing, China
fYear
2014
fDate
16-19 Feb. 2014
Firstpage
393
Lastpage
396
Abstract
Recently, research community has advanced in type reconstruction technology for reverse engineering, but emerging with obfuscate technology, data type reconstruction is difficult and obfuscated code is easier to be monitored and analyzed by attacker or hacker. Therefore, we present a novel approach for automatic establish data type inference rules and reconstruct type from obfuscated binary programs using machine learning algorithm.
Keywords
computer crime; inference mechanisms; learning (artificial intelligence); reverse engineering; system monitoring; systems analysis; data type inference rules; data type reconstruction; hacker; machine learning algorithm; obfuscated binary programs; obfuscated code analysis; obfuscated code monitoring; reverse engineering; Arrays; Binary codes; Decision trees; Educational institutions; Machine learning algorithms; Reverse engineering; Deobfuscation; Disassembly; Inference Rules; Obfuscated Binary; Type reconstruction;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Communication Technology (ICACT), 2014 16th International Conference on
Conference_Location
Pyeongchang
Print_ISBN
978-89-968650-2-5
Type
conf
DOI
10.1109/ICACT.2014.6778988
Filename
6778988
Link To Document