TensorFlow is an end-to-end open source platform for machine learning. In affected versions under certain conditions, Go code can trigger a segfault in string deallocation. For string tensors,...
Full analysis pending. Showing NVD description excerpt.
Affected Systems
| Package | Ecosystem | Vulnerable Range | Patched |
|---|---|---|---|
| tensorflow | pip | >= 2.5.0rc0, < 2.5.1 | 2.5.1 |
| tensorflow | pip | — | No patch |
| tensorflow-cpu | pip | >= 2.5.0rc0, < 2.5.1 | 2.5.1 |
| tensorflow-gpu | pip | >= 2.5.0rc0, < 2.5.1 | 2.5.1 |
Severity & Risk
Recommended Action
Patch available
Update tensorflow to version 2.5.1
Update tensorflow-cpu to version 2.5.1
Update tensorflow-gpu to version 2.5.1
Compliance Impact
Compliance analysis pending. Sign in for full compliance mapping when available.
Technical Details
NVD Description
TensorFlow is an end-to-end open source platform for machine learning. In affected versions under certain conditions, Go code can trigger a segfault in string deallocation. For string tensors, `C.TF_TString_Dealloc` is called during garbage collection within a finalizer function. However, tensor structure isn't checked until encoding to avoid a performance penalty. The current method for dealloc assumes that encoding succeeded, but segfaults when a string tensor is garbage collected whose encoding failed (e.g., due to mismatched dimensions). To fix this, the call to set the finalizer function is deferred until `NewTensor` returns and, if encoding failed for a string tensor, deallocs are determined based on bytes written. We have patched the issue in GitHub commit 8721ba96e5760c229217b594f6d2ba332beedf22. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, which is the other affected version.
Weaknesses (CWE)
CVSS Vector
CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H References
- github.com/tensorflow/tensorflow/commit/8721ba96e5760c229217b594f6d2ba332beedf22 Patch 3rd Party
- github.com/tensorflow/tensorflow/pull/50508 Patch 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-cmgw-8vpc-rc59 3rd Party
- github.com/advisories/GHSA-cmgw-8vpc-rc59
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-605.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-803.yaml
- github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-314.yaml
- github.com/tensorflow/tensorflow/commit/8721ba96e5760c229217b594f6d2ba332beedf22
- github.com/tensorflow/tensorflow/pull/50508
- github.com/tensorflow/tensorflow/security/advisories/GHSA-cmgw-8vpc-rc59
- nvd.nist.gov/vuln/detail/CVE-2021-37692
- github.com/tensorflow/tensorflow/commit/8721ba96e5760c229217b594f6d2ba332beedf22 Patch 3rd Party
- github.com/tensorflow/tensorflow/pull/50508 Patch 3rd Party
- github.com/tensorflow/tensorflow/security/advisories/GHSA-cmgw-8vpc-rc59 3rd Party