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    CVE-2022-29209

    TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the macros that TensorFlow uses for writing assertions (e.g., `CHECK_LT`, `CHECK_GT`, etc.) have an incorrect logic when comparing `size_t` and `int` values. Due to type conversion rules, several of the macros would trigger incorrectly. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

    Published:May 20, 2022
    Last Modified:Apr 22, 2025
    EPS:May 20, 2022
    EPSS Score:0.00078
    CVSS Score:5.5

    Affected Products

    Vendor
    Google
    Product
    Tensorflow

    Exploits

    https://github.com/tensorflow/tensorflow/issues/55530https://github.com/tensorflow/tensorflow/pull/55730https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f4rr-5m7v-wxcwhttps://github.com/tensorflow/tensorflow/issues/55530https://github.com/tensorflow/tensorflow/pull/55730https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f4rr-5m7v-wxcw

    Common Attack Pattern Enumeration and Classification (CAPEC)

    No CAPEC recorded yet

    Related CVEs

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    CVE-2023-33976 (CVSS 7.5) — TensorFlow is an end-to-end open source platform for machine learning. `array_ops.upper_bound` causes a segfau…
    CVE-2023-25661 (CVSS 6.5) — TensorFlow is an Open Source Machine Learning Framework. In versions prior to 2.11.1 a malicious invalid input…
    CVE-2023-25660 (CVSS 7.5) — TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, when the para…
    CVE-2023-25659 (CVSS 7.5) — TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, if the parame…
    CVE-2023-25658 (CVSS 7.5) — TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, an out of bou…
    CVE-2023-25662 (CVSS 7.5) — TensorFlow is an open source platform for machine learning. Versions prior to 2.12.0 and 2.11.1 are vulnerable…
    CVE-2023-25663 (CVSS 7.5) — TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, when `ctx->st…
    CVE-2023-25664 (CVSS 7.5) — TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, there is a he…

    References

    https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/platform/default/logging.h
    https://github.com/tensorflow/tensorflow/commit/b917181c29b50cb83399ba41f4d938dc369109a1
    https://github.com/tensorflow/tensorflow/issues/55530
    https://github.com/tensorflow/tensorflow/pull/55730
    https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
    https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
    https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
    https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
    https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f4rr-5m7v-wxcw
    https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/platform/default/logging.h
    https://github.com/tensorflow/tensorflow/commit/b917181c29b50cb83399ba41f4d938dc369109a1
    https://github.com/tensorflow/tensorflow/issues/55530
    https://github.com/tensorflow/tensorflow/pull/55730
    https://github.com/tensorflow/tensorflow/releases/tag/v2.6.4
    https://github.com/tensorflow/tensorflow/releases/tag/v2.7.2
    https://github.com/tensorflow/tensorflow/releases/tag/v2.8.1
    https://github.com/tensorflow/tensorflow/releases/tag/v2.9.0
    https://github.com/tensorflow/tensorflow/security/advisories/GHSA-f4rr-5m7v-wxcw

    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