MediumVulnerability
CVE-2021-37692: TensorFlow Go segfault in string tensor deallocation during garbage collection
- Source
- NVD(opens in a new tab)
- Identifier
- CVE-2021-37692
- Published
- Record updated
- Affected
- tensorflow >= 2.5.0rc0, < 2.5.1
- tensorflow-cpu >= 2.5.0rc0, < 2.5.1
- tensorflow-gpu >= 2.5.0rc0, < 2.5.1
- Fixed in
- 2.5.1
- tensorflow 2.5.1 released August 10, 2021, 3 days before disclosure
- tensorflow-cpu 2.5.1 released August 10, 2021, 3 days before disclosure
- tensorflow-gpu 2.5.1 released August 10, 2021, 3 days before disclosure
- Known exploitation
- Not listed in the CISA Known Exploited Vulnerabilities catalog at the last check.
- EPSS
- 0.2%
Summary
TensorFlow's Go bindings can segfault during garbage collection of a string tensor whose encoding failed, for example because of mismatched dimensions. The `C.TF_TString_Dealloc` call in the finalizer assumes encoding succeeded, and tensor structure is only checked at encoding time to avoid a performance penalty. The affected versions are TensorFlow 2.5.1 and earlier versions of the same line.
Mitigation
Patched in GitHub commit 8721ba96e5760c229217b594f6d2ba332beedf22. The fix is included in TensorFlow 2.6.0 and cherry-picked to TensorFlow 2.5.1.
Affected packages in the Exposure Registry
Matched by package name and ecosystem. Each entry shows whether the package delegates to a language model and how many tracked packages depend on it.
- tensorflowPyPINo LLM dependency detected · 26 tracked dependents
- tensorflow-gpuPyPINo LLM dependency detected · 2 tracked dependents
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