TensorFlow has double free in Fractional(Max/Avg)Pool
CVE-2023-25801

8HIGH

Key Information:

Vendor

Tensorflow
Status
Tensorflow
Vendor
CVE Published:
25 March 2023

What is CVE-2023-25801?

In TensorFlow, the functions nn_ops.fractional_avg_pool_v2 and nn_ops.fractional_max_pool_v2 have a specific requirement where their pooling_ratio parameter's first and fourth elements must equal 1.0. This limitation is critical as pooling on batch and channel dimensions is not currently supported, potentially leading to unexpected behavior in machine learning applications. An official patch is available in TensorFlow versions 2.12.0 and 2.11.1 to rectify this issue.

Affected Version(s)

tensorflow < 2.11.1

References

https://github.com/tensorflow/tensorflow/security/advisor...
x_refsource_CONFIRM
https://github.com/tensorflow/tensorflow/commit/ee50d1e00...
x_refsource_MISC

CVSS V3.1

Score:
8
Severity:
HIGH
Confidentiality:
Low
Integrity:
High
Availability:
Low
Attack Vector:
Local
Attack Complexity:
Low
Privileges Required:
None
User Interaction:
None
Scope:
Unchanged

Timeline

  • Vulnerability published

  • Vulnerability Reserved

JSON
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