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Automatic Mining of Security-Sensitive Functions from Source Code
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作者 Lin Chen Chunfang Yang +2 位作者 Fenlin Liu Daofu Gong Shichang Ding 《Computers, Materials & Continua》 SCIE EI 2018年第8期199-210,共12页
When dealing with the large-scale program,many automatic vulnerability mining techniques encounter such problems as path explosion,state explosion,and low efficiency.Decomposition of large-scale programs based on safe... When dealing with the large-scale program,many automatic vulnerability mining techniques encounter such problems as path explosion,state explosion,and low efficiency.Decomposition of large-scale programs based on safety-sensitive functions helps solve the above problems.And manual identification of security-sensitive functions is a tedious task,especially for the large-scale program.This study proposes a method to mine security-sensitive functions the arguments of which need to be checked before they are called.Two argument-checking identification algorithms are proposed based on the analysis of two implementations of argument checking.Based on these algorithms,security-sensitive functions are detected based on the ratio of invocation instances the arguments of which have been protected to the total number of instances.The results of experiments on three well-known open-source projects show that the proposed method can outperform competing methods in the literature. 展开更多
关键词 Code mining VULNERABILITIES static analysis security-sensitive function source code.
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AMCheX: Accurate Analysis of Missing-Check Bugs for Linux Kernel
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作者 Ying-Jie Wang Liang-Ze Yin Wei Dong 《Journal of Computer Science & Technology》 SCIE EI CSCD 2021年第6期1325-1341,共17页
The Linux kernel adopts a large number of security checks to prevent security-sensitive operations from being executed under unsafe conditions.If a security-sensitive operation is unchecked,a missing-check issue arise... The Linux kernel adopts a large number of security checks to prevent security-sensitive operations from being executed under unsafe conditions.If a security-sensitive operation is unchecked,a missing-check issue arises.Missing check is a class of severe bugs in software programs especially in operating system kernels,which may cause a variety of security issues,such as out-of-bound accesses,permission bypasses,and privilege escalations.Due to the lack of security specifications,how to automatically identify security-sensitive operations and their required security checks in the Linux kernel becomes a challenge for missing-check analysis.In this paper,we present an accurate missing-check analysis method for Linux kernel,which can automatically infer possible security-sensitive operations.Particularly,we first automatically identify all possible security check functions of Linux.Then according to their callsites,a two-direction analysis method is leveraged to identify possible security-sensitive operations.A missing-check bug is reported when the security-sensitive operation is not protected by its corresponding security check.We have implemented our method as a tool,named AMCheX,on top of the LLVM(Low Level Virtual Machine)framework and evaluated it on the Linux kernel.AMCheX reported 12 new missing-check bugs which can cause security issues.Five of them have been confirmed by Linux maintainers. 展开更多
关键词 security check function security-sensitive operation program analysis missing-check
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