Heap-based Buffer Overflow Affecting tensorflow package, versions [,1.15)
Threat Intelligence
EPSS
0.17% (55th
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-TENSORFLOW-537867
- published 17 Dec 2019
- disclosed 16 Dec 2019
- credit Unknown
Introduced: 16 Dec 2019
CVE-2019-16778 Open this link in a new tabHow to fix?
Upgrade tensorflow to version 1.15 or higher.
Overview
tensorflow is a machine learning framework.
Affected versions of this package are vulnerable to Heap-based Buffer Overflow via UnsortedSegmentSum. When the Index template argument is int32 data_size and num_segments fields are truncated from int64 to int32 and can produce negative numbers, resulting in accessing out of bounds heap memory.
References
CVSS Scores
version 3.1