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.
References
Link | Resource |
---|---|
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2019-002.md | Third Party Advisory |
https://github.com/tensorflow/tensorflow/commit/db4f9717c41bccc3ce10099ab61996b246099892 | Patch |
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-844w-j86r-4x2j | Patch Third Party Advisory |
Configurations
History
29 Oct 2021, 15:03
Type | Values Removed | Values Added |
---|---|---|
References | (CONFIRM) https://github.com/tensorflow/tensorflow/security/advisories/GHSA-844w-j86r-4x2j - Patch, Third Party Advisory | |
CWE | CWE-681 |
Information
Published : 2019-12-16 21:15
Updated : 2024-02-04 20:39
NVD link : CVE-2019-16778
Mitre link : CVE-2019-16778
CVE.ORG link : CVE-2019-16778
JSON object : View
Products Affected
- tensorflow