CVE-2022-41910
Heap overflow in `QuantizeAndDequantizeV2`
Severity by source
Trivy's own label is CRITICAL. Rated critical by NVD, Bitnami. Rated lower by GHSA (medium).
Description
TensorFlow is an open source platform for machine learning. The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is triggered. We have patched the issue in GitHub commit a65411a1d69edfb16b25907ffb8f73556ce36bb7. The fix will be included in TensorFlow 2.11.0. We will also cherrypick this commit on TensorFlow 2.8.4, 2.9.3, and 2.10.1.
Affected packages and fixed versions
| Source | Package | Fixed in |
|---|---|---|
| bitnami::Bitnami Vulnerability Database | tensorflow | 2.8.4, 2.9.3, 2.10.1 |
| pip::GitHub Security Advisory pip | tensorflow, tensorflow-cpu, tensorflow-gpu | 2.8.4, 2.9.3, 2.10.1 |
Show all 4 entries from 2 sources
| Source | Package | Fixed in |
|---|---|---|
| bitnami::Bitnami Vulnerability Database | tensorflow | 2.8.4, 2.9.3, 2.10.1 |
| pip::GitHub Security Advisory pip | tensorflow | 2.8.4, 2.9.3, 2.10.1 |
| pip::GitHub Security Advisory pip | tensorflow-cpu | 2.8.4, 2.9.3, 2.10.1 |
| pip::GitHub Security Advisory pip | tensorflow-gpu | 2.8.4, 2.9.3, 2.10.1 |
References
- https://github.com/tensorflow/tensorflow
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/grappler/utils/functions.cc#L221
- https://github.com/tensorflow/tensorflow/commit/a65411a1d69edfb16b25907ffb8f73556ce36bb7
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-frqp-wp83-qggv
- https://nvd.nist.gov/vuln/detail/CVE-2022-41910