CVE-2022-35939
TensorFlow vulnerable to OOB write in `scatter_nd` in TF Lite
Severity by source
Trivy's own label is CRITICAL. Rated critical by NVD, Bitnami. Rated lower by GHSA (high).
Description
TensorFlow is an open source platform for machine learning. The `ScatterNd` function takes an input argument that determines the indices of of the output tensor. An input index greater than the output tensor or less than zero will either write content at the wrong index or trigger a crash. We have patched the issue in GitHub commit b4d4b4cb019bd7240a52daa4ba61e3cc814f0384. 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 and fixed versions
| Source | Package | Fixed in |
|---|---|---|
| bitnami::Bitnami Vulnerability Database | tensorflow | 2.7.2, 2.8.1, 2.9.1 |
| pip::GitHub Security Advisory pip | tensorflow, tensorflow-cpu, tensorflow-gpu | 2.7.2, 2.8.1, 2.9.1 |
Show all 4 entries from 2 sources
| Source | Package | Fixed in |
|---|---|---|
| bitnami::Bitnami Vulnerability Database | tensorflow | 2.7.2, 2.8.1, 2.9.1 |
| pip::GitHub Security Advisory pip | tensorflow | 2.7.2, 2.8.1, 2.9.1 |
| pip::GitHub Security Advisory pip | tensorflow-cpu | 2.7.2, 2.8.1, 2.9.1 |
| pip::GitHub Security Advisory pip | tensorflow-gpu | 2.7.2, 2.8.1, 2.9.1 |
References
- https://github.com/tensorflow/tensorflow
- https://github.com/tensorflow/tensorflow/blob/266558ac4c1f361e9a178ee9d3f0ce2e648ae499/tensorflow/lite/kernels/internal/reference/reference_ops.h#L659-L698
- https://github.com/tensorflow/tensorflow/commit/b4d4b4cb019bd7240a52daa4ba61e3cc814f0384
- https://github.com/tensorflow/tensorflow/releases/tag/v2.10.0
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-ffjm-4qwc-7cmf
- https://nvd.nist.gov/vuln/detail/CVE-2022-35939