CVE-2022-29205

unknown

Published 2022-05-24 · Modified 2023-12-06

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CVSS v3

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CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:H

CVSS v4 NEW

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not yet in upstream

VIR risk

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Description

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, there is a potential for segfault / denial of service in TensorFlow by calling `tf.compat.v1.*` ops which don't yet have support for quantized types, which was added after migration to TensorFlow 2.x. In these scenarios, since the kernel is missing, a `nullptr` value is passed to `ParseDimensionValue` for the `py_value` argument. Then, this is dereferenced, resulting in segfault. Versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4 contain a patch for this issue.

Predictions

Exploit likelihood

20%

Patch ETA

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Heuristic predictions, AS-IS, for prioritization only.

Mitigations

No mitigations published for this CVE yet.

The vendor-content worker queues fetches as references arrive (check back in a few minutes). Or — if you've already worked around this in production — publish your fix to the community-verified tier.

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OS impact

Debian Fixed 2 releases

Version	Status	Fixed in
sid	Fixed	`0`
forky	Fixed	`0`

Package impact

Ecosystem	Package	Vulnerable	Fixed
PyPI	tensorflow	`<2.6.4`	`2.6.4`
PyPI	tensorflow	`>=2.7.0,<2.7.2`	`2.7.2`
PyPI	tensorflow-gpu	`>=2.7.0,<2.7.2`	`2.7.2`
PyPI	tensorflow-gpu	`>=2.8.0,<2.8.1`	`2.8.1`
PyPI	tensorflow	`>=2.8.0,<2.8.1`	`2.8.1`
PyPI	tensorflow-cpu	`<2.6.4`	`2.6.4`
PyPI	tensorflow-cpu	`>=2.7.0,<2.7.2`	`2.7.2`
PyPI	tensorflow-cpu	`>=2.8.0,<2.8.1`	`2.8.1`
PyPI	tensorflow-gpu	`<2.6.4`	`2.6.4`

References

Community-verified mitigations for this CVE will appear above when contributors publish them.

Verify integrity in audit chain (admin only). AS-IS.