BIT-tensorflow-2021-37651

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Import Source
https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2021-37651.json
JSON Data
https://api.osv.dev/v1/vulns/BIT-tensorflow-2021-37651
Aliases
Published
2024-03-06T11:17:33.050Z
Modified
2024-11-27T19:40:48.342Z
Summary
[none]
Details

TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation for tf.raw_ops.FractionalAvgPoolGrad can be tricked into accessing data outside of bounds of heap allocated buffers. The implementation does not validate that the input tensor is non-empty. Thus, code constructs an empty EigenDoubleMatrixMap and then accesses this buffer with indices that are outside of the empty area. We have patched the issue in GitHub commit 0f931751fb20f565c4e94aa6df58d54a003cdb30. The fix will be included in TensorFlow 2.6.0. We will also cherrypick this commit on TensorFlow 2.5.1, TensorFlow 2.4.3, and TensorFlow 2.3.4, as these are also affected and still in supported range.

Database specific
{
    "cpes": [
        "cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.5.0:*:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.6.0:rc0:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.6.0:rc1:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.6.0:rc2:*:*:*:*:*:*"
    ],
    "severity": "High"
}
References

Affected packages

Bitnami / tensorflow

Package

Name
tensorflow
Purl
pkg:bitnami/tensorflow

Severity

  • 7.1 (High) CVSS_V3 - CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:N CVSS Calculator

Affected ranges

Type
SEMVER
Events
Introduced
2.3.0
Fixed
2.3.4
Introduced
2.4.0
Fixed
2.4.3
Type
SEMVER
Events
Introduced
2.5.0
Last affected
2.5.0
Introduced
2.6.0-rc0
Last affected
2.6.0-rc0
Introduced
2.6.0-rc1
Last affected
2.6.0-rc1
Introduced
2.6.0-rc2
Last affected
2.6.0-rc2