Continuous Intrusion: Characterizing the Security of Continuous Integration Services
Yacong Gu, Lingyun Ying, Huajun Chai, Chu Qiao, Haixin Duan, Xing Gao
Abstract
Continuous Integration (CI) is a widely-adopted software development practice for automated code integration. A typical CI workflow involves multiple independent stakeholders, including code hosting platforms (CHPs), CI platforms (CPs), and third party services. While CI can significantly improve development efficiency, unfortunately, it also exposes new attack surfaces. As the code executed by a CI task may come from a less-trusted user, improperly configured CI with weak isolation mechanisms might enable attackers to inject malicious code into victim software by triggering a CI task. Also, one insecure stakeholder can potentially affect the whole process. In this paper, we systematically study potential security threats in CI workflows with multiple stakeholders and major CP components considered. We design and develop an analysis tool, CInspector, to investigate potential vulnerabilities in seven popular CPs, when integrated with three mainstream CHPs. We find that all CPs have the risk of token leakage caused by improper resource sharing and isolation, and many of them utilize over-privileged tokens with improper validity periods. We further reveal four novel attack vectors that allow attackers to escalate their privileges and stealthy inject malicious code by executing a piece of code in a CI task. To understand the potential impact, we conduct a large-scale measurement on the three mainstream CHPs, scrutinizing over 1.69 million repositories. Our quantitative analysis demonstrates that some very popular repositories and large organizations are affected by these attacks. We have duly reported the identified vulnerabilities to CPs and received positive responses.
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Cited by top-tier papers5
- More Haste, Less Speed: Cache Related Security Threats in Continuous Integration ServicesYacong Gu, Lingyun Ying, Huajun Chai, Yingyuan Pu et al.S&P 2024 · 4 citations
- Action Required: A Mixed-Methods Study of Security Practices in GitHub ActionsYusuke Kubo, Fumihiro Kanei, Mitsuaki Akiyama, Takuro Wakai et al.NDSS 2026 · 3 citations
- The File That Contained the Keys Has Been Removed: An Empirical Analysis of Secret Leaks in Cloud Buckets and Responsible Disclosure OutcomesSoufian El Yadmani, Olga Gadyatskaya, Yury ZhauniarovichS&P 2025
- Toward Understanding the Security of Plugins in Continuous Integration ServicesXiaofan Li, Yacong Gu, Chu Qiao, Zhenkai Zhang et al.CCS 2024
- Toward Understanding the Security Implications in Python Configuration FilesXinwei Yu, Zhenkai Zhang, Yuzhe Tang, Xing GaoUSENIX Security 2026
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