CVE-2022-23569

`CHECK`-fails when building invalid tensor shapes in Tensorflow

Summary

CHECK-fails when building invalid tensor shapes in Tensorflow

Original description

The description as published by the source.

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.

Source: OSV.dev (Open Source Vulnerabilities) NVD GitHub Advisory OSV

Affected packages

Bitnami tensorflow

[{"type":"SEMVER","events":[{"introduced":"0"},{"fixed":"2.5.3"},{"introduced":"2.6.0"},{"fixed":"2.6.3"},{"introduced":"2.7.0"},{"fixed":"2.7.1"}]}]

PyPI tensorflow

[{"type":"ECOSYSTEM","events":[{"introduced":"2.7.0"},{"fixed":"2.7.1"}]}]

PyPI tensorflow-cpu

[{"type":"ECOSYSTEM","events":[{"introduced":"2.7.0"},{"fixed":"2.7.1"}]}]

PyPI tensorflow-gpu

[{"type":"ECOSYSTEM","events":[{"introduced":"2.7.0"},{"fixed":"2.7.1"}]}]

References

advisory github.com
advisory github.com
advisory nvd.nist.gov
advisory github.com
package github.com
web github.com
web github.com

Metadata

CVE: CVE-2022-23569
GHSA: GHSA-qj5r-f9mv-rffh
Published: 2022-02-03
First seen on SecPulse: 2 years ago
First-seen source: OSV.dev (Open Source Vulnerabilities)

CWE

CWE-617

Detection sources

OSV.dev (Open Source Vulnerabilities) 2 months ago