CVE-2021-29553 — Out-of-bounds Read in Tensorflow

CWE-125 — Out-of-bounds Read6 documents5 sources
Severity
7.1HIGHNVD
CNA2.5
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. An attacker can read data outside of bounds of heap allocated buffer in `tf.raw_ops.QuantizeAndDequantizeV3`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/11ff7f80667e6490d7b5174aa6bf5e01886e770f/tensorflow/core/kernels/quantize_and_dequantize_op.cc#L237) does not validate the value of user supplied `axis` attribute before using it to index in the array backing the `input` argument. The fix…

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 in `QuantizeAndDequantizeV3`↗2021-05-21
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OSV
Heap OOB in `QuantizeAndDequantizeV3`↗2021-05-21
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OSV
CVE-2021-29553: TensorFlow is an end-to-end open source platform for machine learning↗2021-05-14
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CVEList
Heap OOB in `QuantizeAndDequantizeV3`↗2021-05-14
▶

📋Vendor Advisories

1
Debian
CVE-2021-29553: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. An attack...↗2021
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CVE-2021-29553 — Out-of-bounds Read in Tensorflow | cvebase