Integer Overflow Affecting tensorflow-cpu package, versions [,2.5.3) [2.6.0,2.6.3) [2.7.0,2.7.1)
Snyk CVSS
Attack Complexity
Low
Confidentiality
High
Integrity
High
Availability
High
Threat Intelligence
EPSS
0.19% (56th
percentile)
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Test your applications- Snyk ID SNYK-PYTHON-TENSORFLOWCPU-2395340
- published 6 Feb 2022
- disclosed 6 Feb 2022
- credit Wang Xuan
Introduced: 6 Feb 2022
CVE-2022-23559 Open this link in a new tabHow to fix?
Upgrade tensorflow-cpu to version 2.5.3, 2.6.3, 2.7.1 or higher.
Overview
tensorflow-cpu is a machine learning framework.
Affected versions of this package are vulnerable to Integer Overflow. An attacker can craft a TFLite model that would cause this issue, due to the fact that both embedding_size and lookup_size are products of values provided by the user. Therefore, a malicious user could trigger overflows in the multiplication.
In certain scenarios, this can then result in heap OOB read/write.