CVE-2021-37669 — Incorrect Conversion between Numeric Types in Tensorflow

CWE-681 — Incorrect Conversion between Numeric Types6 documents5 sources
Severity
5.5MEDIUMNVD
EPSS
0.0%
top 90.93%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
3
TensorflowGoogle TensorflowIntel Optimization FOR Tensorflow
Timeline
PublishedAug 12
Latest updateAug 25

Description

TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause denial of service in applications serving models using `tf.raw_ops.NonMaxSuppressionV5` by triggering a division by 0. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/core/kernels/image/non_max_suppression_op.cc#L170-L271) uses a user controlled argument to resize a `std::vector`. However, as `std::vector::resize`…

CVSS vector

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:HExploitability: 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+5

Patches

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

🔴Vulnerability Details

4
GHSA
Crash in NMS ops caused by integer conversion to unsigned↗2021-08-25
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OSV
Crash in NMS ops caused by integer conversion to unsigned↗2021-08-25
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CVEList
Crash in NMS ops caused by integer conversion to unsigned in TensorFlow↗2021-08-12
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OSV
CVE-2021-37669: TensorFlow is an end-to-end open source platform for machine learning↗2021-08-12
▶

📋Vendor Advisories

1
Debian
CVE-2021-37669: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. In affect...↗2021
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CVE-2021-37669 — Tensorflow vulnerability | cvebase