CVE-2021-37672 — Out-of-bounds Read in Tensorflow

CWE-125 — Out-of-bounds Read7 documents6 sources
Severity
5.5MEDIUMNVD
EPSS
0.0%
top 96.60%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
3
TensorflowGoogle TensorflowIntel Optimization FOR Tensorflow
Timeline
PublishedAug 12
Latest updateJul 11

Description

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can read from outside of bounds of heap allocated data by sending specially crafted illegal arguments to `tf.raw_ops.SdcaOptimizerV2`. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/kernels/sdca_internal.cc#L320-L353) does not check that the length of `example_labels` is the same as the number of examples. We have pat…

CVSS vector

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:NExploitability: 1.8 | Impact: 3.6

Affected Packages3 packages

▶NVDgoogle/tensorflow2.3.0 — 2.3.4+3
▶CVEListV5tensorflow/tensorflow< 2.3.4+2
▶PyPIintel/optimization_for_tensorflow2.3.0 — 2.3.4+4

Patches

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

🔴Vulnerability Details

4
GHSA
Heap OOB in `SdcaOptimizerV2`↗2021-08-25
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OSV
Heap OOB in `SdcaOptimizerV2`↗2021-08-25
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OSV
CVE-2021-37672: TensorFlow is an end-to-end open source platform for machine learning↗2021-08-12
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CVEList
Heap OOB in `SdcaOptimizerV2` in TensorFlow↗2021-08-12
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📋Vendor Advisories

1
Debian
CVE-2021-37672: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. In affect...↗2021
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📄Research Papers

1
arXiv
ConFL: Constraint-guided Fuzzing for Machine Learning Framework↗2023-07-11
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CVE-2021-37672 — Out-of-bounds Read in Tensorflow | cvebase