VDB
EN
MEDIUM 5.5

GHSA-54ch-gjq5-4976

Segfault due to missing support for quantized types

상세

### Impact There is a potential for segfault / denial of service in TensorFlow by calling `tf.compat.v1.*` ops which don't yet have support for quantized types (added after migration to TF 2.x):

```python import numpy as np import tensorflow as tf

tf.compat.v1.placeholder_with_default(input=np.array([2]),shape=tf.constant(dtype=tf.qint8, value=np.array([1]))) ```

In these scenarios, since the kernel is missing, a [`nullptr` value is passed](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/eager/pywrap_tfe_src.cc#L480-L482) to [`ParseDimensionValue`](https://github.com/tensorflow/tensorflow/blob/f3b9bf4c3c0597563b289c0512e98d4ce81f886e/tensorflow/python/eager/pywrap_tfe_src.cc#L296-L320) for the `py_value` argument. Then, this is dereferenced, resulting in segfault.

### Patches We have patched the issue in GitHub commit [237822b59fc504dda2c564787f5d3ad9c4aa62d9](https://github.com/tensorflow/tensorflow/commit/237822b59fc504dda2c564787f5d3ad9c4aa62d9).

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 Hong Jin from Singapore Management 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