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osvGoogleOSV:GHSA-G9FM-R5MM-RF9F
HistoryNov 21, 2022 - 10:03 p.m.

`CHECK_EQ` fail via input in `SparseMatrixNNZ`

2022-11-2122:03:54
Google
osv.dev
10
tensorflow
input validation
vulnerability
github commit
security patch
security guide
kang hong jin

CVSS3

7.5

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

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

EPSS

0.001

Percentile

42.0%

Impact

An input sparse_matrix that is not a matrix with a shape with rank 0 will trigger a CHECK fail in tf.raw_ops.SparseMatrixNNZ.

import tensorflow as tf
tf.raw_ops.SparseMatrixNNZ(sparse_matrix=[])

Patches

We have patched the issue in GitHub commit f856d02e5322821aad155dad9b3acab1e9f5d693.

The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

For more information

Please consult our security guide for more information regarding the security model and how to contact us with issues and questions.

Attribution

This vulnerability has been reported by Kang Hong Jin

CVSS3

7.5

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

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

EPSS

0.001

Percentile

42.0%