PT-2026-59710 · Pypi · Tensorflow

Published 2026-07-13 · Updated 2026-07-13

OSV

CVSS v3.1

4.8

Medium

Base vector

AV:N/AC:H/PR:L/UI:R/S:U/C:N/I:N/A:H

Impact

When [tf.raw ops.ResizeNearestNeighborGrad](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/resize nearest neighbor op.cc) is given a large size input, it overflows.

import tensorflow as tf

align corners = True
half pixel centers = False
grads = tf.constant(1, shape=[1,8,16,3], dtype=tf.float16)
size = tf.constant([1879048192,1879048192], shape=[2], dtype=tf.int32)
tf.raw ops.ResizeNearestNeighborGrad(grads=grads, size=size, align corners=align corners, half pixel centers=half pixel centers)

Patches

We have patched the issue in GitHub commit 00c821af032ba9e5f5fa3fe14690c8d28a657624.

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 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.

Fix

Related Identifiers

PYSEC-2026-3091

Affected Products

Tensorflow

References · 8

• https://osv.dev/vulnerability/PYSEC-2026-3091 · Vendor Advisory
• https://nvd.nist.gov/vuln/detail/CVE-2022-41907 · Security Note
• https://github.com/tensorflow/tensorflow · Note
• https://github.com/tensorflow/tensorflow/security/advisories/GHSA-368v-7v32-52fx · Note
• https://github.com/tensorflow/tensorflow/commit/00c821af032ba9e5f5fa3fe14690c8d28a657624 · Note
• https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/resize_nearest_neighbor_op.cc · Note
• https://pypi.org/project/tensorflow · Note
• https://github.com/advisories/GHSA-368v-7v32-52fx · Note