Vulnerability · Published Sep 16, 2022 · Assigned by GitHub_M
CVE-2022-36013Null-dereference in `mlir::tfg::GraphDefImporter::ConvertNodeDef` in TensorFlow
Medium 5.9
In plain English
A medium-severity null pointer dereference in tensorflow from tensorflow. There are no confirmed reports of exploitation so far. The chance it is exploited in the next 30 days is estimated at 0.7% (higher than 53% of all known vulnerabilities). Fixed versions are available - upgrade the affected package.
Official description
TensorFlow is an open source platform for machine learning. When `mlir::tfg::GraphDefImporter::ConvertNodeDef` tries to convert NodeDefs without an op name, it crashes. We have patched the issue in GitHub commit a0f0b9a21c9270930457095092f558fbad4c03e5. The fix will be included in TensorFlow 2.10.0. We will also cherrypick this commit on TensorFlow 2.9.1, TensorFlow 2.8.1, and TensorFlow 2.7.2, as these are also affected and still in supported range. There are no known workarounds for this issue.
Affected packages & fixed versions
| Ecosystem | Package | Fixed in | Advisory |
|---|---|---|---|
| PyPI | tensorflow | 2.7.2, 2.8.1, 2.9.1 | PYSEC-2026-3132 |
| PyPI | tensorflow | 2.7.2 | GHSA-828c-5j5q-vrjq |
| PyPI | tensorflow | 2.8.1 | GHSA-828c-5j5q-vrjq |
| PyPI | tensorflow | 2.9.1 | GHSA-828c-5j5q-vrjq |
| PyPI | tensorflow-cpu | 2.8.1 | GHSA-828c-5j5q-vrjq |
| PyPI | tensorflow-cpu | 2.7.2, 2.8.1, 2.9.1 | PYSEC-2026-3295 |
| PyPI | tensorflow-cpu | 2.7.2 | GHSA-828c-5j5q-vrjq |
| PyPI | tensorflow-cpu | 2.9.1 | GHSA-828c-5j5q-vrjq |
| PyPI | tensorflow-gpu | 2.7.2, 2.8.1, 2.9.1 | PYSEC-2026-968 |
| PyPI | tensorflow-gpu | 2.7.2 | GHSA-828c-5j5q-vrjq |
| PyPI | tensorflow-gpu | 2.8.1 | GHSA-828c-5j5q-vrjq |
| PyPI | tensorflow-gpu | 2.9.1 | GHSA-828c-5j5q-vrjq |
Affected products (as reported)
| Vendor | Product | Versions |
|---|---|---|
| tensorflow | tensorflow | < 2.7.2>= 2.8.0, < 2.8.1>= 2.9.0, < 2.9.1 |
Weakness: CWE-476 · Vector: CVSS:3.1/AV:N/AC:H/PR:N/UI:N/S:U/C:N/I:N/A:H
References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-828c-5j5q-vrjq x_refsource_CONFIRM
- https://github.com/tensorflow/tensorflow/commit/a0f0b9a21c9270930457095092f558fbad4c03e5 x_refsource_MISC
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/ir/importexport/graphdef_import.cc x_refsource_MISC