Heap-based Buffer Overflow Affecting tensorflow 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)
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Test your applications- Snyk ID SNYK-PYTHON-TENSORFLOW-1013452
- published 28 Sep 2020
- disclosed 25 Sep 2020
- credit Unknown
Introduced: 25 Sep 2020
CVE-2020-15194 Open this link in a new tabHow to fix?
Upgrade tensorflow to version 1.15.4, 2.0.3, 2.1.2, 2.2.1, 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 SparseFillEmptyRowsGrad implementation has incomplete validation of the shapes of its arguments: Although reverse_index_map_t and grad_values_t are accessed in a similar pattern, only reverse_index_map_t is validated to be of proper shape. Hence, malicious users can pass a bad grad_values_t to trigger an assertion failure in vec, causing denial of service in serving installations. This vulnerability is a variant of CVE-2020-15195.