CVE-2021-29584 — Integer Overflow or Wraparound in Tensorflow
Severity
5.5MEDIUMNVD
CNA2.5
EPSS
0.0%
top 98.70%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
Timeline
PublishedMay 14
Latest updateNov 10
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 caused by an integer overflow in constructing a new tensor shape. This is because the implementation(https://github.com/tensorflow/tensorflow/blob/0908c2f2397c099338b901b067f6495a5b96760b/tensorflow/core/kernels/sparse_split_op.cc#L66-L70) builds a dense shape without checking that the dimensions would not result in overflow. The `TensorShape` constructor(https…
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
Patches
🔴Vulnerability Details
12📋Vendor Advisories
3Debian▶
CVE-2021-41195: tensorflow - TensorFlow is an open source platform for machine learning. In affected versions...↗2021
Debian▶
CVE-2021-41197: tensorflow - TensorFlow is an open source platform for machine learning. In affected versions...↗2021
Debian▶
CVE-2021-29584: tensorflow - TensorFlow is an end-to-end open source platform for machine learning. An attack...↗2021