Heap-based Buffer Overflow Affecting tensorflow-cpu package, versions [,1.15.4) [2.0.0, 2.0.3) [2.1.0, 2.1.2) [2.2.0, 2.2.1) [2.3.0, 2.3.1)
Snyk CVSS
Attack Complexity
High
Scope
Changed
Confidentiality
High
Integrity
High
Availability
High
Threat Intelligence
EPSS
0.46% (75th
percentile)
Do your applications use this vulnerable package?
In a few clicks we can analyze your entire application and see what components are vulnerable in your application, and suggest you quick fixes.
Test your applications- Snyk ID SNYK-PYTHON-TENSORFLOWCPU-1013604
- published 29 Sep 2020
- disclosed 28 Sep 2020
- credit Unknown
Introduced: 28 Sep 2020
CVE-2020-15195 Open this link in a new tabHow to fix?
Upgrade tensorflow-cpu
to version 1.15.4, 2.0.3, 2.1.2, 2.2.1, 2.3.1 or higher.
Overview
tensorflow-cpu is a machine learning framework.
Affected versions of this package are vulnerable to Heap-based Buffer Overflow. The implementation of SparseFillEmptyRowsGrad
uses a double indexing pattern.It is possible for reverse_index_map(i)
to be an index outside of bounds of grad_values
, thus resulting in a heap buffer overflow.