CVE-2022-23576: Tensorflow is an Open Source Machine Learning Framework. The implementation of `OpLevelCostEstimator::CalculateOutputSiz
Summary
TensorFlow (an open-source machine learning framework) has a vulnerability in its `OpLevelCostEstimator::CalculateOutputSize` function where an integer overflow (when a calculation produces a number too large for the system to handle) can occur if an attacker creates an operation with tensors (multi-dimensional arrays of numbers) containing enough elements. The vulnerability can be triggered either by using many dimensions or by making individual dimensions large enough to cause the overflow.
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.
Vulnerability Details
6.5(medium)
EPSS: 0.2%
Classification
Taxonomy References
Affected Vendors
Related Issues
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Original source: https://nvd.nist.gov/vuln/detail/CVE-2022-23576
First tracked: February 15, 2026 at 08:40 PM
Classified by LLM (prompt v3) · confidence: 95%