CVE-2021-29618 — Improper Handling of Exceptional Conditions in Tensorflow

CWE-755 — Improper Handling of Exceptional Conditions6 documents5 sources
Severity
5.5MEDIUMNVD
CNA2.5
EPSS
0.1%
top 84.73%
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. Passing a complex argument to `tf.transpose` at the same time as passing `conjugate=True` argument results in a crash. The fix will be included in TensorFlow 2.5.0. We will also cherrypick this commit on TensorFlow 2.4.2, TensorFlow 2.3.3, TensorFlow 2.2.3 and TensorFlow 2.1.4, as these are also affected and still in supported range.

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/tensorflow2.2.0 — 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
GHSA
Crash in `tf.transpose` with complex inputs↗2021-05-21
▶
OSV
Crash in `tf.transpose` with complex inputs↗2021-05-21
▶
CVEList
Crash in `tf.transpose` with complex inputs↗2021-05-14
▶
OSV
CVE-2021-29618: TensorFlow is an end-to-end open source platform for machine learning↗2021-05-14
▶

📋Vendor Advisories

1
Debian
CVE-2021-29618: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. Passing a...↗2021
▶
CVE-2021-29618 — Tensorflow vulnerability | cvebase