CVE-2022-41899
unknown
CVSS v3
—
CVSS v2
—
VIR risk
—
Description
TensorFlow is an open source platform for machine learning. Inputs `dense_features` or `example_state_data` not of rank 2 will trigger a `CHECK` fail in `SdcaOptimizer`. We have patched the issue in GitHub commit 80ff197d03db2a70c6a111f97dcdacad1b0babfa. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.
Predictions
Exploit likelihood
30%
Patch ETA
—
Heuristic predictions, AS-IS, for prioritization only.
Mitigations
Vendor advisory: debian — https://security-tracker.debian.org/tracker/CVE-2022-41899
OS impact
| OS | Version | Status | Fixed in |
|---|---|---|---|
| debian | forky | fixed | 0 |
| debian | sid | fixed | 0 |
Package impact
| Ecosystem | Package | Vulnerable | Fixed |
|---|---|---|---|
| PyPI | tensorflow | <2.8.4 | 2.8.4 |
| PyPI | tensorflow-cpu | <2.8.4 | 2.8.4 |
| PyPI | tensorflow-cpu | >=2.9.0,<2.9.3 | 2.9.3 |
| PyPI | tensorflow-cpu | >=2.10.0,<2.10.1 | 2.10.1 |
| PyPI | tensorflow | >=2.9.0,<2.9.3 | 2.9.3 |
| PyPI | tensorflow | >=2.10.0,<2.10.1 | 2.10.1 |
| PyPI | tensorflow-gpu | <2.8.4 | 2.8.4 |
| PyPI | tensorflow-gpu | >=2.9.0,<2.9.3 | 2.9.3 |
| PyPI | tensorflow-gpu | >=2.10.0,<2.10.1 | 2.10.1 |
References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-27rc-728f-x5w2
- https://nvd.nist.gov/vuln/detail/CVE-2022-41899
- https://github.com/tensorflow/tensorflow/commit/80ff197d03db2a70c6a111f97dcdacad1b0babfa
- https://github.com/tensorflow/tensorflow
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/sdca_internal.cc
- https://security-tracker.debian.org/tracker/CVE-2022-41899
Verify integrity in audit chain (admin only). AS-IS.