CVE-2021-29590 — Out-of-bounds Read in Tensorflow

CWE-125 — Out-of-bounds Read6 documents5 sources
Severity
7.1HIGHNVD
CNA2.5
EPSS
0.0%
top 95.86%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
3
TensorflowGoogle TensorflowIntel Optimization FOR Tensorflow
Timeline
PublishedMay 14
Latest updateMay 21

Description

TensorFlow is an end-to-end open source platform for machine learning. The implementations of the `Minimum` and `Maximum` TFLite operators can be used to read data outside of bounds of heap allocated objects, if any of the two input tensor arguments are empty. This is because the broadcasting implementation(https://github.com/tensorflow/tensorflow/blob/0d45ea1ca641b21b73bcf9c00e0179cda284e7e7/tensorflow/lite/kernels/internal/reference/maximum_minimum.h#L52-L56) indexes in both tensors with the s…

CVSS vector

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:HExploitability: 1.8 | Impact: 5.2

Affected Packages3 packages

▶NVDgoogle/tensorflow2.2.0 — 2.2.3+3
▶CVEListV5tensorflow/tensorflow< 2.1.4+3
▶PyPIintel/optimization_for_tensorflow2.2.0 — 2.2.3+4

Patches

Patch: github.com ↗Patch: github.com ↗Patch: github.com ↗

🔴Vulnerability Details

4
GHSA
Heap OOB read in TFLite's implementation of `Minimum` or `Maximum`↗2021-05-21
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OSV
Heap OOB read in TFLite's implementation of `Minimum` or `Maximum`↗2021-05-21
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OSV
CVE-2021-29590: TensorFlow is an end-to-end open source platform for machine learning↗2021-05-14
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CVEList
Heap OOB read in TFLite's implementation of `Minimum` or `Maximum`↗2021-05-14
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📋Vendor Advisories

1
Debian
CVE-2021-29590: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. The imple...↗2021
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CVE-2021-29590 — Out-of-bounds Read in Tensorflow | cvebase