CVE-2022-23568: Tensorflow is an Open Source Machine Learning Framework. The implementation of `AddManySparseToTensorsMap` is vulnerable
Summary
TensorFlow (an open-source machine learning framework) has a vulnerability in the `AddManySparseToTensorsMap` function where an integer overflow (when a number gets too large for its storage space) causes the program to crash when creating new TensorShape objects. The problem exists because the code doesn't properly validate input tensor shapes before using them.
Solution / Mitigation
The fix will be included in TensorFlow 2.8.0. The fix will also be applied to TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3 through a cherrypick (applying specific code changes to older versions).
Vulnerability Details
6.5(medium)
EPSS: 0.3%
Classification
Affected Vendors
Related Issues
CVE-2022-29200: TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implem
CVE-2021-29541: TensorFlow is an end-to-end open source platform for machine learning. An attacker can trigger a dereference of a null p
Original source: https://nvd.nist.gov/vuln/detail/CVE-2022-23568
First tracked: February 15, 2026 at 08:40 PM
Classified by LLM (prompt v3) · confidence: 95%