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Severe, 6 weeks1496Projects326

1496 severe, 6 weeks · 326 projects

TensorFlowGHSA-54pp-c6pp-7fpx

Overflow in `ImageProjectiveTransformV2`

TensorFlow

CVE-2022-41886 · Published Nov 21, 2022 · updated Jul 13, 2026

Medium4.8
Fix: upgrade to 2.8.4 or later (3 fixed versions below)
GitHub advisory

Impact

When [tf.raw_ops.ImageProjectiveTransformV2](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/image_ops.cc) is given a large output shape, it overflows.

```python

import tensorflow as tf

interpolation = "BILINEAR"

fill_mode = "REFLECT"

images = tf.constant(0.184634328, shape=[2,5,8,3], dtype=tf.float32)

transforms = tf.constant(0.378575385, shape=[2,8], dtype=tf.float32)

output_shape = tf.constant([1879048192,1879048192], shape=[2], dtype=tf.int32)

tf.raw_ops.ImageProjectiveTransformV2(images=images, transforms=transforms, output_shape=output_shape, interpolation=interpolation, fill_mode=fill_mode)

`

Patches

We have patched the issue in GitHub commit [8faa6ea692985dbe6ce10e1a3168e0bd60a723ba](https://github.com/tensorflow/tensorflow/commit/8faa6ea692985dbe6ce10e1a3168e0bd60a723ba).

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.

For more information

Please consult [our security guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for more information regarding the security model and how to contact us with issues and questions.

Attribution

This vulnerability has been reported by Neophytos Christou from the Secure Systems Lab (SSL) at Brown University.

Affected versions

PackageAffectedFixed in
tensorflow
PyPI
< 2.8.42.8.4
>= 2.9.0, < 2.9.32.9.3
>= 2.10.0, < 2.10.12.10.1
Details and references

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