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TASEL: Dynamic Taint Analysis with Selective Control Dependency

Title
TASEL: Dynamic Taint Analysis with Selective Control Dependency
Author
임을규
Keywords
binary file analysis; control dependency; dynamic taint analysis; software analysis; vulnerability analysis
Issue Date
2014-10
Publisher
Association for Computing Machinery, Inc
Citation
In: Proceedings of the 2014 Research in Adaptive and Convergent Systems, RACS 2014. (Proceedings of the 2014 Research in Adaptive and Convergent Systems, RACS 2014, 5 October 2014, :272-277)
Abstract
Dynamic Taint Analysis (DTA) is an approach used for software testing and vulnerability analysis. The vanilla DTA method is widely used, but its simple taint propagation does not consider any control dependency. Therefore, vanilla DTA generally suffers from the under-tainting caused by control dependency. The under-tainting can be problematic when analyzers try to check vulnerabilities of software. In this paper, we propose Dynamic Taint Analysis with Selective Control Dependency (TASEL), to mitigate the under-tainting problem caused by control dependency. Our technique detects control-dependent data which have possibilities to change the program's control flows. We implemented TASEL using Intel Pin, and applied it for the commodity programs such as Microsoft Notepad. Experimental results show our proposed method successfully resolves the under-tainting problem, without causing the over-tainting problem.
URI
https://dl.acm.org/citation.cfm?id=2664219http://hdl.handle.net/20.500.11754/57010
ISBN
978-1-4503-3060-2
DOI
10.1145/2663761.2664219
Appears in Collections:
COLLEGE OF ENGINEERING[S](공과대학) > COMPUTER SCIENCE(컴퓨터소프트웨어학부) > Articles
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