在软件演化过程中检测影响保护的更改

Marc-André Laverdière, E. Merlo
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引用次数: 3

摘要

基于角色的访问控制(Role-Based Access Control, RBAC)通常用于web应用程序中,以限制操作,保护安全敏感信息和资源。Web应用程序定期进行维护和发展,它们的安全性可能会受到版本之间源代码更改的影响。为了防止安全倒退和漏洞,开发人员必须在部署新版本之前采取重新验证操作。这可能成为一项重要的任务,特别是在寻求快速和重复发布时。我们将影响保护的更改定义为在进化过程中更改了某些代码的特权保护的语句。我们提出了一种自动化的方法来识别两个版本之间所有变更语句中影响保护的变更。所建议的方法比较静态计算的安全保护模型和对应于系统不同版本的存储库信息,以识别影响保护的更改。实验结果显示,在WordPress(一个PHP内容管理web应用程序)的210个发布对中发生了影响保护的更改。首先,我们发现只有41%的释放对出现了影响保护的变化。其次,对于这些受影响的发布对,影响保护的变更可以被识别,并且代表了47.00行代码的中位数,这是总变更代码行的27.41%。在所有被调查的WordPress版本中,影响保护的更改占更改代码行的10.89%。相反,平均约89%的更改源代码对RBAC安全性没有影响,因此不需要重新验证或调查。所提出的方法减少了开发人员需要调查的保护更改的候选原因的数量。这些信息可以帮助开发人员重新验证应用程序安全性,确定负面安全性更改的原因,并以更有效的方式执行修复。
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Detection of protection-impacting changes during software evolution
Role-Based Access Control (RBAC) is often used in web applications to restrict operations and protect security sensitive information and resources. Web applications regularly undergo maintenance and evolution and their security may be affected by source code changes between releases. To prevent security regression and vulnerabilities, developers have to take re-validation actions before deploying new releases. This may become a significant undertaking, especially when quick and repeated releases are sought. We define protection-impacting changes as those changed statements during evolution that alter privilege protection of some code. We propose an automated method that identifies protection-impacting changes within all changed statements between two versions. The proposed approach compares statically computed security protection models and repository information corresponding to different releases of a system to identify protection-impacting changes. Results of experiments present the occurrence of protection-impacting changes over 210 release pairs of WordPress, a PHP content management web application. First, we show that only 41% of the release pairs present protection-impacting changes. Second, for these affected release pairs, protection-impacting changes can be identified and represent a median of 47.00 lines of code, that is 27.41% of the total changed lines of code. Over all investigated releases in WordPress, protection-impacting changes amounted to 10.89% of changed lines of code. Conversely, an average of about 89% of changed source code have no impact on RBAC security and thus need no re-validation nor investigation. The proposed method reduces the amount of candidate causes of protection changes that developers need to investigate. This information could help developers re-validate application security, identify causes of negative security changes, and perform repairs in a more effective way.
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