CVE-2019-16778
Summary
| CVE | CVE-2019-16778 |
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| State | PUBLIC |
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| Assigner | [email protected] |
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| Source Priority | CVE Program / NVD first with legacy fallback |
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| Published | 2019-12-16 21:15:00 UTC |
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| Updated | 2021-10-29 15:03:00 UTC |
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| Description | 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. |
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NVD Known Affected Configurations (CPE 2.3)
References
| Reference | Source | Link | Tags |
|---|
| tensorflow/tfsa-2019-002.md at master · tensorflow/tensorflow · GitHub |
MISC |
github.com |
Third Party Advisory |
| Fix heap buffer overflow in UnsortedSegmentSum. · tensorflow/tensorflow@db4f971 · GitHub |
MISC |
github.com |
Patch |
| Heap buffer overflow in `UnsortedSegmentSum` · Advisory · tensorflow/tensorflow · GitHub |
CONFIRM |
github.com |
Third Party Advisory |
| CVE Program record |
CVE.ORG |
www.cve.org |
canonical |
| NVD vulnerability detail |
NVD |
nvd.nist.gov |
canonical, analysis |
No vendor comments have been submitted for this CVE.
Legacy QID Mappings
- 980241 Python (pip) Security Update for tensorflow-gpu (GHSA-844w-j86r-4x2j)
