CVE-2021-29533Improper Check for Unusual or Exceptional Conditions in Tensorflow

Severity
5.5MEDIUMNVD
CNA2.5
EPSS
0.0%
top 95.65%
CISA KEV
Not in KEV
Exploit
No known exploits
Timeline
PublishedMay 14
Latest updateMay 21

Description

TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a denial of service via a `CHECK` failure by passing an empty image to `tf.raw_ops.DrawBoundingBoxes`. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/ea34a18dc3f5c8d80a40ccca1404f343b5d55f91/tensorflow/core/kernels/image/draw_bounding_box_op.cc#L148-L165) uses `CHECK_*` assertions instead of `OP_REQUIRES` to validate user controlled inputs. Whereas `OP_REQUIRES` allows

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/tensorflow2.2.02.2.3+3
CVEListV5tensorflow/tensorflow< 2.1.4+3
PyPIintel/optimization_for_tensorflow2.2.02.3.0rc0+8

Patches

🔴Vulnerability Details

4
GHSA
CHECK-fail in DrawBoundingBoxes2021-05-21
OSV
CHECK-fail in DrawBoundingBoxes2021-05-21
OSV
CVE-2021-29533: TensorFlow is an end-to-end open source platform for machine learning2021-05-14
CVEList
CHECK-fail in DrawBoundingBoxes2021-05-14

📋Vendor Advisories

1
Debian
CVE-2021-29533: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. An attack...2021
CVE-2021-29533 — Tensorflow vulnerability | cvebase