Heap-based Buffer Overflow Affecting tensorflow package, versions [,1.15)
Snyk CVSS
Attack Complexity
High
User Interaction
Required
Threat Intelligence
EPSS
0.17% (54th
percentile)
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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.