TensorFlow is an open source platform for machine learning. `tf.keras.losses.poisson` receives a `y_pred` and `y_true` that are passed through `functor::mul` in `BinaryOp`. If the resulting dimensions overflow an `int32`, TensorFlow will crash due to a size mismatch during broadcast assignment. We have patched the issue in GitHub commit c5b30379ba87cbe774b08ac50c1f6d36df4ebb7c. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1 and 2.9.3, as these are also affected and still in supported range. However, we will not cherrypick this commit into TensorFlow 2.8.x, as it depends on Eigen behavior that changed between 2.8 and 2.9.

There are packages installed that are affected by a vulnerability referenced in the following CVE:

  - TensorFlow is an open source platform for machine learning. `tf.keras.losses.poisson` receives a `y_pred`
    and `y_true` that are passed through `functor::mul` in `BinaryOp`. If the resulting dimensions overflow an
    `int32`, TensorFlow will crash due to a size mismatch during broadcast assignment. We have patched the
    issue in GitHub commit c5b30379ba87cbe774b08ac50c1f6d36df4ebb7c. The fix will be included in TensorFlow
    2.11. We will also cherrypick this commit on TensorFlow 2.10.1 and 2.9.3, as these are also affected and
    still in supported range. However, we will not cherrypick this commit into TensorFlow 2.8.x, as it depends
    on Eigen behavior that changed between 2.8 and 2.9. (CVE-2022-41887)

The version of TensorFlow installed on the remote host is prior to 2.9.3. It is, therefore, affected by multiple vulnerabilities as referenced in the release notes.

    Note that Nessus has not tested for this issue but has instead relied only on the application's self-reported version number.

The version of TensorFlow installed on the remote host is prior to 2.10.1. It is, therefore, affected by multiple vulnerabilities as referenced in the release notes.

    Note that Nessus has not tested for this issue but has instead relied only on the application's self-reported version number.

ID	Name	Product	Family	Type	Severity
412639	SCA: security update for tensorflow, tensorflow-cpu, tensorflow-gpu (GHSA-8fvv-46hw-vpg3)	Tenable Cloud Security	SCA Checks	Local	high
412639	SCA: security update for tensorflow, tensorflow-cpu, tensorflow-gpu (GHSA-8fvv-46hw-vpg3)	Tenable Self-Hosted Container Security	SCA Checks	Local	high
197897	TensorFlow < 2.9.3 Multiple Vulnerabilities	Nessus	Misc.	Remote	critical
197513	TensorFlow < 2.10.1 Multiple Vulnerabilities	Nessus	Misc.	Remote	critical

Detections

Analytics

CVE-2022-41887

high

Tenable Plugins

high

high

critical

critical