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google tensorflow 2.7.0 vulnerabilities and exploits
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7.8
CVSSv3
CVE-2021-41214
TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for `tf.ragged.cross` has an undefined behavior due to binding a reference to `nullptr`. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on ...
Google Tensorflow
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-41215
TensorFlow is an open source platform for machine learning. In affected versions the shape inference code for `DeserializeSparse` can trigger a null pointer dereference. This is because the shape inference function assumes that the `serialize_sparse` tensor is a tensor with posit...
Google Tensorflow
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-41199
TensorFlow is an open source platform for machine learning. In affected versions if `tf.image.resize` is called with a large input argument then the TensorFlow process will crash due to a `CHECK`-failure caused by an overflow. The number of elements in the output tensor is too mu...
Google Tensorflow
Google Tensorflow 2.6.0
7.8
CVSSv3
CVE-2021-41201
TensorFlow is an open source platform for machine learning. In affeced versions during execution, `EinsumHelper::ParseEquation()` is supposed to set the flags in `input_has_ellipsis` vector and `*output_has_ellipsis` boolean to indicate whether there is ellipsis in the correspond...
Google Tensorflow
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-41217
TensorFlow is an open source platform for machine learning. In affected versions the process of building the control flow graph for a TensorFlow model is vulnerable to a null pointer exception when nodes that should be paired are not. This occurs because the code assumes that the...
Google Tensorflow
Google Tensorflow 2.6.0
7.8
CVSSv3
CVE-2021-41219
TensorFlow is an open source platform for machine learning. In affected versions the code for sparse matrix multiplication is vulnerable to undefined behavior via binding a reference to `nullptr`. This occurs whenever the dimensions of `a` or `b` are 0 or less. In the case on one...
Google Tensorflow
Google Tensorflow 2.6.0
7.1
CVSSv3
CVE-2021-41223
TensorFlow is an open source platform for machine learning. In affected versions the implementation of `FusedBatchNorm` kernels is vulnerable to a heap OOB access. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2....
Google Tensorflow
7.1
CVSSv3
CVE-2021-41205
TensorFlow is an open source platform for machine learning. In affected versions the shape inference functions for the `QuantizeAndDequantizeV*` operations can trigger a read outside of bounds of heap allocated array. The fix will be included in TensorFlow 2.7.0. We will also che...
Google Tensorflow
7.1
CVSSv3
CVE-2021-41224
TensorFlow is an open source platform for machine learning. In affected versions the implementation of `SparseFillEmptyRows` can be made to trigger a heap OOB access. This occurs whenever the size of `indices` does not match the size of `values`. The fix will be included in Tenso...
Google Tensorflow
7.1
CVSSv3
CVE-2021-41226
TensorFlow is an open source platform for machine learning. In affected versions the implementation of `SparseBinCount` is vulnerable to a heap OOB access. This is because of missing validation between the elements of the `values` argument and the shape of the sparse output. The ...
Google Tensorflow
CVSSv3
CVSSv2
CVSSv3
VMScore
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CVE-2024-35400
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