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githubGitHub Advisory DatabaseGHSA-5889-7V45-Q28M
HistoryMay 24, 2022 - 10:16 p.m.

Incomplete validation in signal ops leads to crashes in TensorFlow

2022-05-2422:16:29
CWE-20
CWE-617
GitHub Advisory Database
github.com
28
signal operations
tensorflow
input validation
crashes
security patch

CVSS2

2.1

Attack Vector

LOCAL

Attack Complexity

LOW

Authentication

NONE

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

PARTIAL

AV:L/AC:L/Au:N/C:N/I:N/A:P

CVSS3

5.5

Attack Vector

LOCAL

Attack Complexity

LOW

Privileges Required

LOW

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

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

EPSS

0.001

Percentile

40.1%

JSON

Impact

The tf.compat.v1.signal.rfft2d and tf.compat.v1.signal.rfft3d lack input validation and under certain condition can result in crashes (due to CHECK-failures).

Patches

We have patched the issue in GitHub commit 0a8a781e597b18ead006d19b7d23d0a369e9ad73 (merging GitHub PR #55274).

The fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, 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 externally via a GitHub issue.

Affected configurations

Vulners
Node
tensorflow-gpuRange2.8.0–2.8.1
OR
tensorflow-gpuRange2.7.0–2.7.2
OR
tensorflow-gpuRange<2.6.4
OR
tensorflow-cpuRange2.8.0–2.8.1
OR
tensorflow-cpuRange2.7.0–2.7.2
OR
tensorflow-cpuRange<2.6.4
OR
tensorflowtensorflowRange2.8.0–2.8.1
OR
tensorflowtensorflowRange2.7.0–2.7.2
OR
tensorflowtensorflowRange<2.6.4
VendorProductVersionCPE
*tensorflow-gpu*cpe:2.3:a:*:tensorflow-gpu:*:*:*:*:*:*:*:*
*tensorflow-cpu*cpe:2.3:a:*:tensorflow-cpu:*:*:*:*:*:*:*:*
tensorflowtensorflow*cpe:2.3:a:tensorflow:tensorflow:*:*:*:*:*:*:*:*

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CVSS2

2.1

Attack Vector

LOCAL

Attack Complexity

LOW

Authentication

NONE

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

PARTIAL

AV:L/AC:L/Au:N/C:N/I:N/A:P

CVSS3

5.5

Attack Vector

LOCAL

Attack Complexity

LOW

Privileges Required

LOW

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

NONE

Integrity Impact

NONE

Availability Impact

HIGH

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

EPSS

0.001

Percentile

40.1%

JSON
Related for GHSA-5889-7V45-Q28M
osv3cve1nvd1prion1cvelist1ibm2openvas1