CVE-2022-23574

    Dashboard / Vulnerabilities / CVE-2022-23574

    CVE-2022-23574

    Published: 4 Feb 2022Last Modified: 21 Oct 2026

    Summary: Out of bounds read and write in Tensorflow

    Details: Tensorflow is an Open Source Machine Learning Framework. There is a typo in TensorFlow's `SpecializeType` which results in heap OOB read/write. Due to a typo, `arg` is initialized to the `i`th mutable argument in a loop where the loop index is `j`. Hence it is possible to assign to `arg` from outside the vector of arguments. Since this is a mutable proto value, it allows both read and write to outside of bounds data. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, and TensorFlow 2.6.3, as these are also affected and still in supported range.

    References: https://github.com/tensorflow/tensorflow/blob/a1320ec1eac186da1d03f033109191f715b2b130/tensorflow/core/framework/full_type_util.cc#L81-L102, https://github.com/CVEProject/cvelistV5/tree/main/cves/2022/23xxx/CVE-2022-23574.json, https://github.com/tensorflow/tensorflow/security/advisories/GHSA-77gp-3h4r-6428, https://nvd.nist.gov/vuln/detail/CVE-2022-23574, https://github.com/tensorflow/tensorflow/commit/0657c83d08845cc434175934c642299de2c0f042

    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-2022-23574 | CVE-DB