CVE-2019-16778

In TensorFlow before 1.15, a heap buffer overflow in UnsortedSegmentSum can be produced when the Index template argument is int32. In this case 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. This is unlikely to be exploitable and was detected and fixed internally in TensorFlow 1.15 and 2.0.
Configurations

Configuration 1 (hide)

cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*

History

21 Nov 2024, 04:31

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2019-002.md - Third Party Advisory () https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2019-002.md - Third Party Advisory
References () https://github.com/tensorflow/tensorflow/commit/db4f9717c41bccc3ce10099ab61996b246099892 - Patch () https://github.com/tensorflow/tensorflow/commit/db4f9717c41bccc3ce10099ab61996b246099892 - Patch
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-844w-j86r-4x2j - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-844w-j86r-4x2j - Patch, Third Party Advisory
CVSS v2 : 7.5
v3 : 9.8
v2 : 7.5
v3 : 2.6

Information

Published : 2019-12-16 21:15

Updated : 2024-11-21 04:31


NVD link : CVE-2019-16778

Mitre link : CVE-2019-16778

CVE.ORG link : CVE-2019-16778


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-122

Heap-based Buffer Overflow

CWE-681

Incorrect Conversion between Numeric Types