Vulnerability in Google Tensorflow
CVE-2022-23581
Tensorflow is an Open Source Machine Learning Framework. The Grappler optimizer in TensorFlow can be used to cause a denial of service by altering a `SavedModel` such that `IsSimplifiableReshape` would trigger `CHECK` failures. 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: 0.012 (65.9th percentile), scored .
Low probability of exploitation in the next 30 days, but still tracked. 66th percentile — 65.9% of CVEs in the catalogue have a lower EPSS than this one. How to read EPSS.
EPSS over last 30 days · oldest: 0.012 · newest: 0.012 · change: +0.000
Affected products
- Google Tensorflow — versions 2.7.0
- Tensorflow — versions >= 2.7.0, < 2.7.1, >= 2.6.0, < 2.6.3, < 2.5.3
Weakness classification (CWE)
References
- github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c (Patch, Third Party Advisory)
- github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082 (Patch, Third Party Advisory)
- github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6 (Patch, Third Party Advisory)
- github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1 (Patch, Third Party Advisory)
- github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/… (Exploit, Third Party Advisory)
Frequently asked questions
- What is CVE-2022-23581?
- CVE-2022-23581 is a medium-severity vulnerability in Google Tensorflow, classified under Reachable Assertion. CVSS score: 6.5/10. Published 2022-02-04.
- How severe is CVE-2022-23581?
- Medium severity. CVSS v3 base score is 6.5 out of 10.