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cnvdChina National Vulnerability DatabaseCNVD-2022-87255
HistoryNov 23, 2022 - 12:00 a.m.

Google TensorFlow BaseCandidateSamplerOp buffer error vulnerability

2022-11-2300:00:00
China National Vulnerability Database
www.cnvd.org.cn
7

9.1 High

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

HIGH

Integrity Impact

NONE

Availability Impact

HIGH

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

Google TensorFlow, an end-to-end open source platform for machine learning from Google, Inc. is vulnerable to buffer errors in versions prior to 2.8.4, 2.9.0 and later, and prior to 2.9.3. The vulnerability stems from a lack of validation of user-supplied data in the "BaseCandidateSamplerOp " function lacks validation of user-supplied data and can be exploited to cause out-of-heap reads when the value in “true_classes” is greater than “range_max”.

9.1 High

CVSS3

Attack Vector

NETWORK

Attack Complexity

LOW

Privileges Required

NONE

User Interaction

NONE

Scope

UNCHANGED

Confidentiality Impact

HIGH

Integrity Impact

NONE

Availability Impact

HIGH

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