CVE-2021-29596 — Divide By Zero in Tensorflow

CWE-369 — Divide By Zero6 documents5 sources
Severity
7.8HIGHNVD
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. The implementation of the `EmbeddingLookup` TFLite operator is vulnerable to a division by zero error(https://github.com/tensorflow/tensorflow/blob/e4b29809543b250bc9b19678ec4776299dd569ba/tensorflow/lite/kernels/embedding_lookup.cc#L73-L74). An attacker can craft a model such that the first dimension of the `value` input is 0. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4…

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+4

Patches

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

🔴Vulnerability Details

4
GHSA
Division by zero in TFLite's implementation of `EmbeddingLookup`↗2021-05-21
▶
OSV
Division by zero in TFLite's implementation of `EmbeddingLookup`↗2021-05-21
▶
CVEList
Division by zero in TFLite's implementation of `EmbeddingLookup`↗2021-05-14
▶
OSV
CVE-2021-29596: TensorFlow is an end-to-end open source platform for machine learning↗2021-05-14
▶

📋Vendor Advisories

1
Debian
CVE-2021-29596: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. The imple...↗2021
▶
CVE-2021-29596 — Divide By Zero in Tensorflow | cvebase