CVE-2022-41907
unknown
CVSS v3
—
CVSS v2
—
VIR risk
—
Description
TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ResizeNearestNeighborGrad` is given a large `size` input, it overflows. We have patched the issue in GitHub commit 00c821af032ba9e5f5fa3fe14690c8d28a657624. 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-2022-41907
OS impact
| OS | Version | Status | Fixed in |
|---|---|---|---|
| debian | forky | fixed | 0 |
| debian | sid | fixed | 0 |
Package impact
| Ecosystem | Package | Vulnerable | Fixed |
|---|---|---|---|
| PyPI | tensorflow | >=2.10.0,<2.10.1 | 2.10.1 |
| PyPI | tensorflow-cpu | >=2.9.0,<2.9.3 | 2.9.3 |
| PyPI | tensorflow | >=2.9.0,<2.9.3 | 2.9.3 |
| PyPI | tensorflow-cpu | <2.8.4 | 2.8.4 |
| PyPI | tensorflow-gpu | <2.8.4 | 2.8.4 |
| PyPI | tensorflow-gpu | >=2.9.0,<2.9.3 | 2.9.3 |
| PyPI | tensorflow-cpu | >=2.10.0,<2.10.1 | 2.10.1 |
| PyPI | tensorflow | <2.8.4 | 2.8.4 |
| PyPI | tensorflow-gpu | >=2.10.0,<2.10.1 | 2.10.1 |
References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-368v-7v32-52fx
- https://nvd.nist.gov/vuln/detail/CVE-2022-41907
- https://github.com/tensorflow/tensorflow/commit/00c821af032ba9e5f5fa3fe14690c8d28a657624
- https://github.com/tensorflow/tensorflow
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/resize_nearest_neighbor_op.cc
- https://security-tracker.debian.org/tracker/CVE-2022-41907
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