VDB
KO
MEDIUM 4.8

GHSA-6x99-gv2v-q76v

FPE in `tf.image.generate_bounding_box_proposals`

Details

### Impact When running on GPU, [`tf.image.generate_bounding_box_proposals`](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/image/generate_box_proposals_op.cu.cc) receives a `scores` input that must be of rank 4 but is not checked. ```python import tensorflow as tf

a = tf.constant(value=[[1.0, 1.0], [1.0, 1.0], [1.0, 1.0], [1.0, 1.0]]) b = tf.constant(value=[1])

tf.image.generate_bounding_box_proposals(scores=a,bbox_deltas=a,image_info=a,anchors=a,pre_nms_topn=b) ```

### Patches We have patched the issue in GitHub commit [cf35502463a88ca7185a99daa7031df60b3c1c98](https://github.com/tensorflow/tensorflow/commit/cf35502463a88ca7185a99daa7031df60b3c1c98).

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 Pattarakrit Rattankul.

Are you affected?

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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