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osvGoogleOSV:BIT-2020-15193
HistoryOct 23, 2023 - 6:38 p.m.

BIT-2020-15193

2023-10-2318:38:37
Google
osv.dev
1
tensorflow
dlpack implementation
memory corruption

0.002 Low

EPSS

Percentile

51.5%

In Tensorflow before versions 2.2.1 and 2.3.1, the implementation of dlpack.to_dlpack can be made to use uninitialized memory resulting in further memory corruption. This is because the pybind11 glue code assumes that the argument is a tensor. However, there is nothing stopping users from passing in a Python object instead of a tensor. The uninitialized memory address is due to a reinterpret_cast Since the PyObject is a Python object, not a TensorFlow Tensor, the cast to EagerTensor fails. The issue is patched in commit 22e07fb204386768e5bcbea563641ea11f96ceb8 and is released in TensorFlow versions 2.2.1, or 2.3.1.

0.002 Low

EPSS

Percentile

51.5%