LOW
Heap buffer overflow in `UnsortedSegmentSum` in TensorFlow
Published Dec 16, 2019
2.1
LOWCVSS 4.0
EPSS 0.79%
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.
Affected products
-
- Version < 1.15StatusaffectedConstraints<1.15
- Version
Default status is the baseline for the product, each version can override it (e.g. patched versions marked unaffected).
| Vendor | Product | Default status | Versions | ||||||
|---|---|---|---|---|---|---|---|---|---|
| TensorFlow | TensorFlow | n/a |
|
- ≥ 1.0.0 · < 1.15.0
No data.
No Red Hat product state for this CVE.
No package ranges for this CVE.
Remediation
No remediation recorded yet.
References (8)
- https://github.com/advisories/GHSA-844w-j86r-4x2j Advisory
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-cpu/PYSEC-2019-227.yaml
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow-gpu/PYSEC-2019-234.yaml
- https://github.com/pypa/advisory-database/tree/main/vulns/tensorflow/PYSEC-2019-209.yaml
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2019-002.md x_refsource_MISCThird Party Advisory
- https://github.com/tensorflow/tensorflow/commit/db4f9717c41bccc3ce10099ab61996b246099892 x_refsource_MISCPatch
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-844w-j86r-4x2j x_refsource_CONFIRMPatchThird Party Advisory
- https://nvd.nist.gov/vuln/detail/CVE-2019-16778
Change history (0)
No recorded changes yet.
Sources
CVE.org / MITRE
Status PUBLISHED
Assigner GitHub_M
Published Dec 16, 2019
Updated Aug 5, 2024
Reserved Sep 24, 2019
Link CVE-2019-16778
CISA Vulnrichment
GHSA-844W-J86R-4X2J Updated n/a