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9.8
CVSSv3
CVE-2020-15205
In Tensorflow prior to 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `data_splits` argument of `tf.raw_ops.StringNGrams` lacks validation. This allows a user to pass values that can cause heap overflow errors and even leak contents of memory In the linked code snippet, all the binar...
Google Tensorflow
Opensuse Leap 15.2
9
CVSSv3
CVE-2020-15207
In tensorflow-lite prior to 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, to mimic Python's indexing with negative values, TFLite uses `ResolveAxis` to convert negative values to positive indices. However, the only check that the converted index is now valid is only present in debu...
Google Tensorflow
Opensuse Leap 15.2
4.3
CVSSv3
CVE-2020-15192
In Tensorflow prior to 2.2.1 and 2.3.1, if a user passes a list of strings to `dlpack.to_dlpack` there is a memory leak following an expected validation failure. The issue occurs because the `status` argument during validation failures is not properly checked. Since each of the a...
Google Tensorflow 2.2.0
Google Tensorflow 2.3.0
Opensuse Leap 15.2
1 Github repository
5.3
CVSSv3
CVE-2020-15191
In Tensorflow prior to 2.2.1 and 2.3.1, if a user passes an invalid argument to `dlpack.to_dlpack` the expected validations will cause variables to bind to `nullptr` while setting a `status` variable to the error condition. However, this `status` argument is not properly checked....
Google Tensorflow 2.2.0
Google Tensorflow 2.3.0
Opensuse Leap 15.2
7.1
CVSSv3
CVE-2020-15193
In Tensorflow prior to 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 ...
Google Tensorflow 2.2.0
Google Tensorflow 2.3.0
Opensuse Leap 15.2
5.3
CVSSv3
CVE-2020-15194
In Tensorflow prior to 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `SparseFillEmptyRowsGrad` implementation has incomplete validation of the shapes of its arguments. Although `reverse_index_map_t` and `grad_values_t` are accessed in a similar pattern, only `reverse_index_map_t` is...
Google Tensorflow
Opensuse Leap 15.2
9
CVSSv3
CVE-2020-15202
In Tensorflow prior to 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the `Shard` API in TensorFlow expects the last argument to be a function taking two `int64` (i.e., `long long`) arguments. However, there are several places in TensorFlow where a lambda taking `int` or `int32` argument...
Google Tensorflow
Opensuse Leap 15.2
7.5
CVSSv3
CVE-2020-15206
In Tensorflow prior to 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, changing the TensorFlow's `SavedModel` protocol buffer and altering the name of required keys results in segfaults and data corruption while loading the model. This can cause a denial of service in products using ...
Google Tensorflow
Opensuse Leap 15.2
9.8
CVSSv3
CVE-2020-15208
In tensorflow-lite prior to 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, when determining the common dimension size of two tensors, TFLite uses a `DCHECK` which is no-op outside of debug compilation modes. Since the function always returns the dimension of the first tensor, malicious a...
Google Tensorflow
Opensuse Leap 15.2
5.9
CVSSv3
CVE-2020-15209
In tensorflow-lite prior to 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, a crafted TFLite model can force a node to have as input a tensor backed by a `nullptr` buffer. This can be achieved by changing a buffer index in the flatbuffer serialization to convert a read-only tensor to a re...
Google Tensorflow
Opensuse Leap 15.2
CVSSv3
CVSSv2
CVSSv3
VMScore
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