MediumVulnerability
CVE-2021-37660: TensorFlow floating point exception in inplace operations with crafted arguments
- Source
- NVD(opens in a new tab)
- Identifier
- CVE-2021-37660
- Published
- Record updated
- Affected
- tensorflow < 2.3.4, fixed in 2.3.4, released August 10, 2021, 2 days before disclosure
- tensorflow >= 2.4.0, < 2.4.3, fixed in 2.4.3, released August 10, 2021, 2 days before disclosure
- tensorflow = 2.5.0, fixed in 2.5.1, released August 10, 2021, 2 days before disclosure
- and 6 more
- Known exploitation
- Not listed in the CISA Known Exploited Vulnerabilities catalog at the last check.
- EPSS
- 0.2%
Summary
TensorFlow's inplace operations can be made to trigger a floating point exception through crafted arguments that cause a division by 0. The root cause is a logic error in inplace_ops.cc, where `||` is used instead of `&&`, so processing is not skipped when `x` and `v` are empty.
Mitigation
Patched in GitHub commit e86605c0a336c088b638da02135ea6f9f6753618. The fix will be included in TensorFlow 2.6.0, and the commit will also be cherrypicked to TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4.
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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