BIT-tensorflow-2020-15193

See a problem?
Import Source
https://github.com/bitnami/vulndb/tree/main/data/tensorflow/BIT-tensorflow-2020-15193.json
JSON Data
https://api.osv.dev/v1/vulns/BIT-tensorflow-2020-15193
Aliases
Published
2024-03-06T11:20:48.722Z
Modified
2024-03-06T11:25:28.861Z
Summary
[none]
Details

In Tensorflow before versions 2.2.1 and 2.3.1, the implementation of dlpack.to_dlpack can be made to use uninitialized memory resulting in further memory corruption. This is because the pybind11 glue code assumes that the argument is a tensor. However, there is nothing stopping users from passing in a Python object instead of a tensor. The uninitialized memory address is due to a reinterpret_cast Since the PyObject is a Python object, not a TensorFlow Tensor, the cast to EagerTensor fails. The issue is patched in commit 22e07fb204386768e5bcbea563641ea11f96ceb8 and is released in TensorFlow versions 2.2.1, or 2.3.1.

Database specific
{
    "cpes": [
        "cpe:2.3:a:google:tensorflow:2.2.0:*:*:*:-:*:*:*",
        "cpe:2.3:a:google:tensorflow:2.3.0:*:*:*:-:*:*:*"
    ],
    "severity": "High"
}
References

Affected packages

Bitnami / tensorflow

Package

Name
tensorflow
Purl
pkg:bitnami/tensorflow

Severity

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

Affected ranges

Type
SEMVER
Events
Introduced
2.2.0
Last affected
2.2.0
Introduced
2.3.0
Last affected
2.3.0