CVE-2021-41205
high
CVSS v3
—
CVSS v2
—
VIR risk
8.0
Description
TensorFlow is an open source platform for machine learning. In affected versions the shape inference functions for the `QuantizeAndDequantizeV*` operations can trigger a read outside of bounds of heap allocated array. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, as these are also affected and still in supported range.
Predictions
Exploit likelihood
20%
Patch ETA
—
Heuristic predictions, AS-IS, for prioritization only.
Mitigations
Vendor advisory: debian — https://security-tracker.debian.org/tracker/CVE-2021-41205
OS impact
| OS | Version | Status | Fixed in |
|---|---|---|---|
| arch | fixed | 2.6.1-1 | |
| debian | forky | fixed | 0 |
| debian | sid | fixed | 0 |
Package impact
| Ecosystem | Package | Vulnerable | Fixed |
|---|---|---|---|
| PyPI | tensorflow | >=2.6.0,<2.6.1 | 2.6.1 |
| PyPI | tensorflow-gpu | <2.4.4 | 2.4.4 |
| PyPI | tensorflow-cpu | <2.4.4 | 2.4.4 |
| PyPI | tensorflow-gpu | >=2.6.0,<2.6.1 | 2.6.1 |
| PyPI | tensorflow-gpu | >=2.5.0,<2.5.2 | 2.5.2 |
| PyPI | tensorflow | <2.4.4 | 2.4.4 |
| PyPI | tensorflow-cpu | >=2.6.0,<2.6.1 | 2.6.1 |
| PyPI | tensorflow | >=2.5.0,<2.5.2 | 2.5.2 |
| PyPI | tensorflow-cpu | >=2.5.0,<2.5.2 | 2.5.2 |
| PyPI | tensorflow | <7cf73a2274732c9d82af51c2bc2cf90d13cd7e6d||>=2.7.0rc0,<2.7.0 | 7cf73a2274732c9d82af51c2bc2cf90d13cd7e6d |
| PyPI | tensorflow-cpu | <7cf73a2274732c9d82af51c2bc2cf90d13cd7e6d||>=2.7.0rc0,<2.7.0 | 7cf73a2274732c9d82af51c2bc2cf90d13cd7e6d |
| PyPI | tensorflow-gpu | <7cf73a2274732c9d82af51c2bc2cf90d13cd7e6d||>=2.7.0rc0,<2.7.0 | 7cf73a2274732c9d82af51c2bc2cf90d13cd7e6d |
References
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-49rx-x2rw-pc6f
- https://nvd.nist.gov/vuln/detail/CVE-2021-41205
- https://github.com/tensorflow/tensorflow/commit/7cf73a2274732c9d82af51c2bc2cf90d13cd7e6d
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2021-615.yaml
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2021-813.yaml
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2021-398.yaml
- https://github.com/tensorflow/tensorflow
- https://security-tracker.debian.org/tracker/CVE-2021-41205
Verify integrity in audit chain (admin only). AS-IS.