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CVE-2022-41885: Overflow in `FusedResizeAndPadConv2D` in Tensorflow

• Severity: high (CVSS 7.5 v3.1)
• Exploited in the wild: not listed in CISA KEV
• EPSS: 0.5% probability of exploitation in the next 30 days
• Public exploit or detection template: yes
• Published: 2022-11-18 · updated 2026-06-17
• Weakness: CWE-131

Description

TensorFlow is an open source platform for machine learning. When `tf.raw_ops.FusedResizeAndPadConv2D` is given a large tensor shape, it overflows. We have patched the issue in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. The fix will be included in TensorFlow 2.11. We will also cherrypick this commit on TensorFlow 2.10.1, 2.9.3, and TensorFlow 2.8.4, as these are also affected and still in supported range.

Affected products

• tensorflow: before 2.7.4; from 2.8.0 before 2.8.1; from 2.9.0 before 2.9.1; 2.10.0-rc0, 2.10.0-rc1, 2.10.0-rc2, 2.10.0-rc3 — fixed in 2.7.4, 2.8.1, 2.9.1

How to fix

Upgrade to a fixed version: tensorflow 2.7.4, 2.8.1, 2.9.1. Check the vendor advisory for mitigations.

References

• https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conv_ops_fused_image_transform.cc
• https://github.com/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102a211e01ce
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx
• https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/conv_ops_fused_image_transform.cc
• https://github.com/tensorflow/tensorflow/commit/d66e1d568275e6a2947de97dca7a102a211e01ce
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-762h-vpvw-3rcx

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