BIT-tensorflow-2021-41206

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Import Source
https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2021-41206.json
JSON Data
https://api.osv.dev/v1/vulns/BIT-tensorflow-2021-41206
Aliases
Published
2024-03-06T11:16:23.887Z
Modified
2024-11-27T19:40:48.342Z
Summary
[none]
Details

TensorFlow is an open source platform for machine learning. In affected versions several TensorFlow operations are missing validation for the shapes of the tensor arguments involved in the call. Depending on the API, this can result in undefined behavior and segfault or CHECK-fail related crashes but in some scenarios writes and reads from heap populated arrays are also possible. We have discovered these issues internally via tooling while working on improving/testing GPU op determinism. As such, we don't have reproducers and there will be multiple fixes for these issues. These fixes will be included in TensorFlow 2.7.0. We will also cherrypick these commits on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow 2.4.4, 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:2.7.0:rc0:*:*:*:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.7.0:rc1:*:*:*:*:*:*"
    ],
    "severity": "High"
}
References

Affected packages

Bitnami / tensorflow

Package

Name
tensorflow
Purl
pkg:bitnami/tensorflow

Severity

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

Affected ranges

Type
SEMVER
Events
Introduced
2.4.0
Fixed
2.4.4
Introduced
2.5.0
Fixed
2.5.2
Introduced
2.6.0
Fixed
2.6.1
Type
SEMVER
Events
Introduced
2.7.0-rc0
Last affected
2.7.0-rc0
Introduced
2.7.0-rc1
Last affected
2.7.0-rc1