CVE-2022-23590
Crash due to erroneous `StatusOr` in Tensorflow
Reported by github_m · Published February 4, 2022
tensorflow-cpu is fixed in 2.7.1 (PyPI)
Tensorflow is an Open Source Machine Learning Framework. A `GraphDef` from a TensorFlow `SavedModel` can be maliciously altered to cause a TensorFlow process to crash due to encountering a `StatusOr` value that is an error and forcibly extracting the value from it. We have patched the issue in multiple GitHub commits and these will be included in TensorFlow 2.8.0 and TensorFlow 2.7.1, as both are affected.
Fixed versions
Upgrade to a fixed version or later. Language registries are listed first, then Linux distributions, then vendor products.
| Package | Ecosystem | Fixed in |
|---|---|---|
| tensorflow-cpu | PyPI | 2.7.1 |
| tensorflow-gpu | PyPI | 2.7.1 |
| tensorflow | PyPI | 2.7.1 |
Risk scores
Affected products
| Vendor | Product | Versions |
|---|---|---|
| tensorflow | tensorflow | >= 2.7.0, < 2.8.0 |
| PyPI | tensorflow-cpu | 0 |
| tensorflow | tensorflow | 2.7.0 |
| PyPI | tensorflow-gpu | 0 |
| PyPI | tensorflow | 0 |
Timeline
- Feb 4, 2022 CVE Published
- Feb 8, 2022 EPSS Score (30 in total, the first dated here)
- Nov 7, 2024 CVE Updated
- Mar 9, 2026 Security Advisory
- Jul 5, 2026 Coalition ESS Score
Query this with the API
The same record, from the CLI:
vulnetix vdb vuln CVE-2022-23590
vulnetix vdb fixes CVE-2022-23590Or with curl, using the org id and key from your account page:
curl -s -H "Authorization: ApiKey ${VULNETIX_ORG_ID}:${VULNETIX_API_KEY}" \
"https://api.vdb.vulnetix.com/v2/vuln/CVE-2022-23590/fixes/registry"The Community plan is free and allows 50 queries a day. Get a free API key · API quickstart
References
- x_refsource_CONFIRM
- x_refsource_MISC
- x_refsource_MISC
- https://nvd.nist.gov/vuln/detail/CVE-2022-23590 advisory
- https://github.com/advisories/GHSA-pqrv-8r2f-7278 advisory
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2022-99.yaml advisory
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2022-154.yaml advisory
- https://github.com/tensorflow/tensorflow url