14848 matches found
CVE-2020-15193
In Tensorflow before versions 2.2.1 and 2.3.1, the implementation of dlpack.todlpack 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 ...
CVE-2020-15207
In tensorflow-lite before versions 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 debug builds. If the...
CVE-2020-15195
In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the implementation of SparseFillEmptyRowsGrad uses a double indexing pattern. It is possible for reverseindexmapi to be an index outside of bounds of gradvalues, thus resulting in a heap buffer overflow. The issue is patched in...
CVE-2020-15214
In TensorFlow Lite before versions 2.2.1 and 2.3.1, models using segment sum can trigger a write out bounds / segmentation fault if the segment ids are not sorted. Code assumes that the segment ids are in increasing order, using the last element of the tensor holding them to determine the...
CVE-2020-15205
In Tensorflow before versions 1.15.4, 2.0.3, 2.1.2, 2.2.1 and 2.3.1, the datasplits argument of tf.rawops.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 binary strings after ...
CVE-2020-15202
In Tensorflow before versions 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 arguments is being used. In...
CVE-2020-15196
In Tensorflow version 2.3.0, the SparseCountSparseOutput and RaggedCountSparseOutput implementations don't validate that the weights tensor has the same shape as the data. The check exists for DenseCountSparseOutput, where both tensors are fully specified. In the sparse and ragged count weights a...
CVE-2020-15206
In Tensorflow before versions 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 tensorflow-servin...
CVE-2020-15208
In tensorflow-lite before versions 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 attackers can...
CVE-2024-37057
Deserialization of untrusted data can occur in versions of the MLflow platform running version 2.0.0rc0 or newer, enabling a maliciously uploaded Tensorflow model to run arbitrary code on an end user’s system when interacted with...
CVE-2023-25674 affecting package tensorflow for versions less than 2.11.1-1
CVE-2023-25674 affecting package tensorflow for versions less than 2.11.1-1. A patched version of the package is available...
CVE-2023-25671 affecting package tensorflow for versions less than 2.11.1-1
CVE-2023-25671 affecting package tensorflow for versions less than 2.11.1-1. A patched version of the package is available...
CVE-2023-25664 affecting package tensorflow for versions less than 2.11.1-1
CVE-2023-25664 affecting package tensorflow for versions less than 2.11.1-1. A patched version of the package is available...
CVE-2023-25662 affecting package tensorflow for versions less than 2.11.1-1
CVE-2023-25662 affecting package tensorflow for versions less than 2.11.1-1. A patched version of the package is available...
CVE-2023-25675 affecting package tensorflow for versions less than 2.11.1-1
CVE-2023-25675 affecting package tensorflow for versions less than 2.11.1-1. A patched version of the package is available...
CVE-2023-25673 affecting package tensorflow for versions less than 2.11.1-1
CVE-2023-25673 affecting package tensorflow for versions less than 2.11.1-1. A patched version of the package is available...
CVE-2023-25669 affecting package tensorflow for versions less than 2.11.1-1
CVE-2023-25669 affecting package tensorflow for versions less than 2.11.1-1. A patched version of the package is available...
CVE-2023-25659 affecting package tensorflow for versions less than 2.11.1-1
CVE-2023-25659 affecting package tensorflow for versions less than 2.11.1-1. A patched version of the package is available...