CVE-2021-29544Improper Check for Unusual or Exceptional Conditions in Google Tensorflow

Severity
5.5MEDIUMNVD
CNA2.5
EPSS
0.1%
top 79.24%
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`-fail in `tf.raw_ops.QuantizeAndDequantizeV4Grad`. This is because the implementation does not validate the rank of the `input_*` tensors. In turn, this results in the tensors being passes as they are to `QuantizeAndDequantizePerChannelGradientImpl`. However, the `vec` method, requires the rank to 1 and triggers a `CHECK` failure otherwise. The fix will be included in T

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/tensorflow2.4.02.4.2
PyPIintel/optimization_for_tensorflow2.4.02.4.2+5
CVEListV5tensorflow/tensorflow>= 2.4.0, < 2.4.2

Patches

🔴Vulnerability Details

4
GHSA
CHECK-fail in `QuantizeAndDequantizeV4Grad`2021-05-21
OSV
CHECK-fail in `QuantizeAndDequantizeV4Grad`2021-05-21
OSV
CVE-2021-29544: TensorFlow is an end-to-end open source platform for machine learning2021-05-14
CVEList
CHECK-fail in `QuantizeAndDequantizeV4Grad`2021-05-14

📋Vendor Advisories

1
Debian
CVE-2021-29544: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. An attack...2021
CVE-2021-29544 — Google Tensorflow vulnerability | cvebase