CVE-2022-23559 — Integer Overflow or Wraparound in Tensorflow
Severity
8.8HIGHNVD
EPSS
0.5%
top 33.26%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
Timeline
PublishedFeb 4
Latest updateFeb 9
Description
Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would cause an integer overflow in embedding lookup operations. Both `embedding_size` and `lookup_size` are products of values provided by the user. Hence, a malicious user could trigger overflows in the multiplication. In certain scenarios, this can then result in heap OOB read/write. Users are advised to upgrade to a patched version.
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:HExploitability: 2.8 | Impact: 5.9
Affected Packages3 packages
Patches
🔴Vulnerability Details
4📋Vendor Advisories
1Debian▶
CVE-2022-23559: tensorflow - Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a...↗2022