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PYSEC-2022-124

상세

Tensorflow is an Open Source Machine Learning Framework. An attacker can craft a TFLite model that would allow limited reads and writes outside of arrays in TFLite. This exploits missing validation in the conversion from sparse tensors to dense tensors. The fix is included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3, as these are also affected and still in supported range. Users are advised to upgrade as soon as possible.

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영향 패키지

PyPI / tensorflow-gpu

최초 영향 버전: 0 수정 버전: 6364463d6f5b6254cac3d6aedf999b6a96225038

수정 pip install --upgrade 'tensorflow-gpu>=6364463d6f5b6254cac3d6aedf999b6a96225038'

참고

https://github.com/tensorflow/tensorflow/commit/6364463d6f5b6254cac3d6aedf999b6a96225038 [FIX]
https://github.com/tensorflow/tensorflow/blob/ca6f96b62ad84207fbec580404eaa7dd7403a550/tensorflow/lite/kernels/internal/utils/sparsity_format_converter.cc#L252-L293 [WEB]
https://github.com/tensorflow/tensorflow/security/advisories/GHSA-4hvf-hxvg-f67v [ADVISORY]