VDB
EN
MEDIUM 5.5

GHSA-5v77-j66x-4c4g

Missing validation causes denial of service via `Conv3DBackpropFilterV2`

상세

### Impact The implementation of [`tf.raw_ops.Conv3DBackpropFilterV2`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/core/kernels/conv_grad_ops_3d.cc) does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial of service attack:

```python import tensorflow as tf

tf.raw_ops.Conv3DBackpropFilterV2( input=tf.constant(.5053710941, shape=[2,2,2,2,1], dtype=tf.float16), filter_sizes=tf.constant(0, shape=[], dtype=tf.int32), out_backprop=tf.constant(.5053710941, shape=[2,2,2,2,1], dtype=tf.float16), strides=[1, 1, 1, 1, 1], padding="VALID", data_format="NDHWC", dilations=[1, 1, 1, 1, 1]) ``` The code does not validate that the `filter_sizes` argument is a vector. ### Patches We have patched the issue in GitHub commit [174c5096f303d5be7ed2ca2662b08371bff4ab88](https://github.com/tensorflow/tensorflow/commit/174c5096f303d5be7ed2ca2662b08371bff4ab88).

The fix will be included in TensorFlow 2.9.0. We will also cherrypick this commit on TensorFlow 2.8.1, TensorFlow 2.7.2, and TensorFlow 2.6.4, 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 Secure Systems Lab at Brown University.

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영향 패키지

PyPI / tensorflow
최초 영향 버전: 0 수정 버전: 2.6.4
수정 pip install --upgrade 'tensorflow>=2.6.4'
PyPI / tensorflow
최초 영향 버전: 2.7.0 수정 버전: 2.7.2
수정 pip install --upgrade 'tensorflow>=2.7.2'
PyPI / tensorflow
최초 영향 버전: 2.8.0 수정 버전: 2.8.1
수정 pip install --upgrade 'tensorflow>=2.8.1'
PyPI / tensorflow-cpu
최초 영향 버전: 0 수정 버전: 2.6.4
수정 pip install --upgrade 'tensorflow-cpu>=2.6.4'
PyPI / tensorflow-cpu
최초 영향 버전: 2.7.0 수정 버전: 2.7.2
수정 pip install --upgrade 'tensorflow-cpu>=2.7.2'
PyPI / tensorflow-cpu
최초 영향 버전: 2.8.0 수정 버전: 2.8.1
수정 pip install --upgrade 'tensorflow-cpu>=2.8.1'
PyPI / tensorflow-gpu
최초 영향 버전: 0 수정 버전: 2.6.4
수정 pip install --upgrade 'tensorflow-gpu>=2.6.4'
PyPI / tensorflow-gpu
최초 영향 버전: 2.7.0 수정 버전: 2.7.2
수정 pip install --upgrade 'tensorflow-gpu>=2.7.2'
PyPI / tensorflow-gpu
최초 영향 버전: 2.8.0 수정 버전: 2.8.1
수정 pip install --upgrade 'tensorflow-gpu>=2.8.1'

참고