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Title:
value-based program characterization and its application to software plagiarism detection
Author: Jhi Yoon-Chan ; Wang Xinran ; Jia Xiaoqi ; Zhu Sencun ; Liu Peng ; Wu Dinghao
Source: Proceedings - International Conference on Software Engineering
Conference Name: 33rd International Conference on Software Engineering, ICSE 2011
Conference Date: 21-May-20
Issued Date: 2011
Conference Place: Waikiki, Honolulu, HI, United states
Keyword: Cosine transforms ; Semantics ; Software engineering
Publish Place: United States
Indexed Type: EI
ISSN: 2705257
ISBN: 9781450304450
Department: (1) Penn State University, University Park, PA 16802, United States; (2) State Key Laboratory of Information Security, Institute of Software, Chinese Academy of Sciences, China
Sponsorship: Assoc. Comput. Mach., Spec. Interest Group Softw.; Eng. (ACM SIGSOFT); IEEE Computer Society; Technical Council on Software Engineering (TCSE)
English Abstract: Identifying similar or identical code fragments becomes much more challenging in code theft cases where plagiarizers can use various automated code transformation techniques to hide stolen code from being detected. Previous works in this field are largely limited in that (1) most of them cannot handle advanced obfuscation techniques; (2) the methods based on source code analysis are less practical since the source code of suspicious programs is typically not available until strong evidences are collected; and (3) those depending on the features of specific operating systems or programming languages have limited applicability. Based on an observation that some critical runtime values are hard to be replaced or eliminated by semantics-preserving transformation techniques, we introduce a novel approach to dynamic characterization of executable programs. Leveraging such invariant values, our technique is resilient to various control and data obfuscation techniques. We show how the values can be extracted and refined to expose the critical values and how we can apply this runtime property to help solve problems in software plagiarism detection. We have implemented a prototype with a dynamic taint analyzer atop a generic processor emulator. Our experimental results show that the value-based method successfully discriminates 34 plagiarisms obfuscated by SandMark, plagiarisms heavily obfuscated by KlassMaster, programs obfuscated by Thicket, and executables obfuscated by Loco/Diablo. © 2011 ACM.
Content Type: 会议论文
URI: http://ir.iscas.ac.cn/handle/311060/14207
Appears in Collections:信息安全国家重点实验室_会议论文

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Recommended Citation:
Jhi Yoon-Chan,Wang Xinran,Jia Xiaoqi,et al. value-based program characterization and its application to software plagiarism detection[C]. 见:33rd International Conference on Software Engineering, ICSE 2011. Waikiki, Honolulu, HI, United states. 21-May-20.
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