CVE-2022-41886
unknown
CVSS v3
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CVSS v2
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VIR risk
—
Description
TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ImageProjectiveTransformV2` is given a large output shape, it overflows. We have patched the issue in GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba. 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-2022-41886
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 | >=2.9.0,<2.9.3 | 2.9.3 |
| PyPI | tensorflow | >=2.10.0,<2.10.1 | 2.10.1 |
| PyPI | tensorflow-cpu | <2.8.4 | 2.8.4 |
| PyPI | tensorflow-cpu | >=2.9.0,<2.9.3 | 2.9.3 |
| PyPI | tensorflow-gpu | >=2.10.0,<2.10.1 | 2.10.1 |
| PyPI | tensorflow-gpu | >=2.9.0,<2.9.3 | 2.9.3 |
| PyPI | tensorflow-gpu | <2.8.4 | 2.8.4 |
| PyPI | tensorflow-cpu | >=2.10.0,<2.10.1 | 2.10.1 |
References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-54pp-c6pp-7fpx
- https://nvd.nist.gov/vuln/detail/CVE-2022-41886
- https://github.com/tensorflow/tensorflow/commit/8faa6ea692985dbe6ce10e1a3168e0bd60a723ba
- https://github.com/tensorflow/tensorflow
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/image_ops.cc
- https://security-tracker.debian.org/tracker/CVE-2022-41886
Verify integrity in audit chain (admin only). AS-IS.