CVE-2022-23576 — Integer Overflow or Wraparound in Tensorflow
Severity
6.5MEDIUMNVD
EPSS
0.2%
top 55.32%
CISA KEV
Not in KEV
Exploit
No known exploits
Affected products
Timeline
PublishedFeb 4
Latest updateFeb 10
Description
Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateOutputSize` is vulnerable to an integer overflow if an attacker can create an operation which would involve tensors with large enough number of elements. We can have a large enough number of dimensions in `output_shape.dim()` or just a small number of dimensions being large enough to cause an overflow in the multiplication. The fix will be included in TensorFlow 2.8.0. We will also cher…
CVSS vector
CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:N/I:N/A:HExploitability: 2.8 | Impact: 3.6
Affected Packages3 packages
Patches
🔴Vulnerability Details
4📋Vendor Advisories
1Debian▶
CVE-2022-23576: tensorflow - Tensorflow is an Open Source Machine Learning Framework. The implementation of `...↗2022