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1## TFSA-2020-023: Memory corruption in `dlpack.to_dlpack`
2
3### CVE Number
4CVE-2020-15193
5
6### Impact
7The implementation of `dlpack.to_dlpack` can be made to use uninitialized
8memory resulting in further memory corruption. This is because the pybind11
9glue code [assumes that the argument is a
10tensor](https://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/python/tfe_wrapper.cc#L1361):
11```cc
12    TFE_TensorHandle* thandle = EagerTensor_Handle(eager_tensor_pyobject_ptr);
13```
14
15However, there is nothing stopping users from passing in a Python object instead of a tensor.
16```python
17In [2]: tf.experimental.dlpack.to_dlpack([2])
18==1720623==WARNING: MemorySanitizer: use-of-uninitialized-value
19    #0 0x55b0ba5c410a in tensorflow::(anonymous namespace)::GetTensorFromHandle(TFE_TensorHandle*, TF_Status*) third_party/tensorflow/c/eager/dlpack.cc:46:7
20    #1 0x55b0ba5c38f4 in tensorflow::TFE_HandleToDLPack(TFE_TensorHandle*, TF_Status*) third_party/tensorflow/c/eager/dlpack.cc:252:26
21...
22```
23
24The uninitialized memory address is due to a
25[`reinterpret_cast`](https://github.com/tensorflow/tensorflow/blob/0e68f4d3295eb0281a517c3662f6698992b7b2cf/tensorflow/python/eager/pywrap_tensor.cc#L848-L850):
26```cc
27TFE_TensorHandle* EagerTensor_Handle(const PyObject* o) {
28  return reinterpret_cast<const EagerTensor*>(o)->handle;
29}
30```
31
32Since the `PyObject` is a Python object, not a TensorFlow Tensor, the cast to `EagerTensor` fails.
33
34### Vulnerable Versions
35TensorFlow 2.2.0, 2.3.0.
36
37### Patches
38We have patched the issue in
39[22e07fb204386768e5bcbea563641ea11f96ceb8](https://github.com/tensorflow/tensorflow/commit/22e07fb204386768e5bcbea563641ea11f96ceb8)
40and will release a patch release for all affected versions.
41
42We recommend users to upgrade to TensorFlow 2.2.1 or 2.3.1.
43
44### For more information
45Please consult [our security
46guide](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) for
47more information regarding the security model and how to contact us with issues
48and questions.
49
50### Attribution
51This vulnerability has been reported by members of the Aivul Team from Qihoo
52360.
53