Vulnerability in Google Tensorflow
CVE-2022-23569
Tensorflow is an Open Source Machine Learning Framework. Multiple operations in TensorFlow can be used to trigger a denial of service via `CHECK`-fails (i.e., assertion failures). This is similar to TFSA-2021-198 and has similar fixes. We have patched the reported issues in multiple GitHub commits. It is possible that other similar instances exist in TensorFlow, we will issue fixes as these are discovered. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range.
Published · last modified .
CVSS v3 metric
CVSS v3 base score 6.5 (Medium). Vector: CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H.
EPSS exploit prediction
EPSS: 0.005 (37.7th percentile), scored .
Very low probability of exploitation in the next 30 days; routine patching cadence is appropriate. 38th percentile — 37.7% of CVEs in the catalogue have a lower EPSS than this one. How to read EPSS.
EPSS over last 30 days · oldest: 0.005 · newest: 0.005 · change: +0.000
Affected products
- Google Tensorflow — versions 2.7.0
Weakness classification (CWE)
References
- github.com/tensorflow/tensorflow/security/advisories/GHSA-qj5r-f9mv-rffh (Patch, Third Party Advisory)
- github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-… (Patch, Third Party Advisory)
Frequently asked questions
- What is CVE-2022-23569?
- CVE-2022-23569 is a medium-severity vulnerability in Google Tensorflow, classified under Reachable Assertion. CVSS score: 6.5/10. Published 2022-02-03.
- How severe is CVE-2022-23569?
- Medium severity. CVSS v3 base score is 6.5 out of 10.