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githubGitHub Advisory DatabaseGHSA-MMQ6-Q8R3-48FM
HistoryMay 21, 2021 - 2:28 p.m.

Crash in `tf.strings.substr` due to `CHECK`-fail

2021-05-2114:28:50
CWE-755
GitHub Advisory Database
github.com
33

2.1 Low

CVSS2

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

5.5 Medium

CVSS3

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

0.001 Low

EPSS

Percentile

37.0%

Impact

An attacker can cause a denial of service via CHECK-fail in tf.strings.substr with invalid arguments:

import tensorflow as tf
tf.strings.substr(input='abc', len=1, pos=[1,-1])
import tensorflow as tf
tf.strings.substr(input='abc', len=1, pos=[1,2])

Patches

We have received a patch for the issue in GitHub commit 890f7164b70354c57d40eda52dcdd7658677c09f.

The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, 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 in #46900 and fixed in #46974.

Affected configurations

Vulners
Node
tensorflowgpuRange<2.4.2
OR
tensorflowgpuRange<2.3.3
OR
tensorflowgpuRange<2.2.3
OR
tensorflowgpuRange<2.1.4
OR
tensorflowcpuRange<2.4.2
OR
tensorflowcpuRange<2.3.3
OR
tensorflowcpuRange<2.2.3
OR
tensorflowcpuRange<2.1.4
OR
tensorflowtensorflowRange<2.4.2
OR
tensorflowtensorflowRange<2.3.3
OR
tensorflowtensorflowRange<2.2.3
OR
tensorflowtensorflowRange<2.1.4

2.1 Low

CVSS2

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

5.5 Medium

CVSS3

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

0.001 Low

EPSS

Percentile

37.0%

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