CVE-2021-29610 — Improper Initialization in Tensorflow

CWE-665 — Improper InitializationCWE-787 — Out-of-bounds Write6 documents5 sources
Severity
7.8HIGHNVD
CNA3.6
EPSS
0.0%
top 95.91%
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 validation in `tf.raw_ops.QuantizeAndDequantizeV2` allows invalid values for `axis` argument:. The validation(https://github.com/tensorflow/tensorflow/blob/eccb7ec454e6617738554a255d77f08e60ee0808/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L74-L77) uses `||` to mix two different conditions. If `axis_ < -1` the condition in `OP_REQUIRES` will still be true, but this value of `axis_` results in heap underflow. Th…

CVSS vector

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:HExploitability: 1.8 | Impact: 5.9

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+8

Patches

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

🔴Vulnerability Details

4
OSV
Invalid validation in `QuantizeAndDequantizeV2`↗2021-05-21
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GHSA
Invalid validation in `QuantizeAndDequantizeV2`↗2021-05-21
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CVEList
Invalid validation in `QuantizeAndDequantizeV2`↗2021-05-14
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OSV
CVE-2021-29610: TensorFlow is an end-to-end open source platform for machine learning↗2021-05-14
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📋Vendor Advisories

1
Debian
CVE-2021-29610: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. The valid...↗2021
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CVE-2021-29610 — Improper Initialization in Tensorflow | cvebase