CVE-2022-23590
unknown
CVSS v3
—
CVSS v2
—
VIR risk
—
Description
Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.
Predictions
Exploit likelihood
30%
Patch ETA
—
Heuristic predictions, AS-IS, for prioritization only.
Mitigations
Vendor advisory: debian — https://security-tracker.debian.org/tracker/CVE-2022-23590
OS impact
| OS | Version | Status | Fixed in |
|---|---|---|---|
| debian | forky | fixed | 0 |
| debian | sid | fixed | 0 |
Package impact
| Ecosystem | Package | Vulnerable | Fixed |
|---|---|---|---|
| PyPI | tensorflow | <2.7.1 | 2.7.1 |
| PyPI | tensorflow-cpu | <2.7.1 | 2.7.1 |
| PyPI | tensorflow-gpu | <2.7.1 | 2.7.1 |
| PyPI | tensorflow-gpu | <955059813cc325dc1db5e2daa6221271406d4439||<2.7.1 | 955059813cc325dc1db5e2daa6221271406d4439 |
| PyPI | tensorflow-cpu | <955059813cc325dc1db5e2daa6221271406d4439||<2.7.1 | 955059813cc325dc1db5e2daa6221271406d4439 |
References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-pqrv-8r2f-7278
- https://nvd.nist.gov/vuln/detail/CVE-2022-23590
- https://github.com/tensorflow/tensorflow/commit/955059813cc325dc1db5e2daa6221271406d4439
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-99.yaml
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-154.yaml
- https://github.com/tensorflow/tensorflow
- https://github.com/tensorflow/tensorflow/blob/274df9b02330b790aa8de1cee164b70f72b9b244/tensorflow/core/graph/graph.cc#L560-L567
- https://security-tracker.debian.org/tracker/CVE-2022-23590
Verify integrity in audit chain (admin only). AS-IS.