CVE-2022-23581

    Dashboard / Vulnerabilities / CVE-2022-23581

    CVE-2022-23581

    Published: 4 Feb 2022Last Modified: 21 Oct 2026

    Summary: `CHECK`-failures during Grappler's `IsSimplifiableReshape` in Tensorflow

    Details: 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.

    References: https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/grappler/optimizers/constant_folding.cc#L1687-L1742, https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/23xxx/CVE-2022-23581.json, https://github.com/tensorflow/tensorflow/security/advisories/GHSA-fq86-3f29-px2c, https://nvd.nist.gov/vuln/detail/CVE-2022-23581, https://github.com/tensorflow/tensorflow/commit/1fb27733f943295d874417630edd3b38b34ce082, https://github.com/tensorflow/tensorflow/commit/240655511cd3e701155f944a972db71b6c0b1bb6, https://github.com/tensorflow/tensorflow/commit/ebc1a2ffe5a7573d905e99bd0ee3568ee07c12c1

    Affected packages

    Package

    Name:

    Purl:

    Affected ranges

    Type: GIT

    Events:

    Introduced- 0
    Fixed -None

    Affected versions

    2.7.0

    Common Vulnerability Scoring System

    Attack Vector
    Network
    Adjacent
    Local
    Physical
    Privileges Required
    None
    Low
    High
    User Interaction
    None
    Required
    Scope
    Unchanged
    Changed
    Confidentiality
    None
    Low
    High
    Integrity
    None
    Low
    High
    Availability
    None
    Low
    High
    CVE-2022-23581 | CVE-DB