Heap-based Buffer Overflow Affecting tensorflow package, versions [2.3.0, 2.3.1)
Threat Intelligence
EPSS
0.1% (42nd
percentile)
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Test your applications- Snyk ID SNYK-PYTHON-TENSORFLOW-1013459
- published 28 Sep 2020
- disclosed 25 Sep 2020
- credit Aivul Team from Qihoo 360
Introduced: 25 Sep 2020
CVE-2020-15198 Open this link in a new tabHow to fix?
Upgrade tensorflow to version 2.3.1 or higher.
Overview
tensorflow is a machine learning framework.
Affected versions of this package are vulnerable to Heap-based Buffer Overflow. The SparseCountSparseOutput implementation does not validate that the input arguments form a valid sparse tensor. In particular, there is no validation that the indices tensor has the same shape as the values one. Thus, a shape mismatch can result in accesses outside the bounds of heap allocated buffers.
This vulnerability is a variant of CVE-2020-15201.
References
CVSS Scores
version 3.1