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google tensorflow 2.8.0 vulnerabilities and exploits
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2.1
CVSSv2
CVE-2022-29201
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.QuantizedConv2D` does not fully validate the input arguments. In this case, references get bound to `nullptr` for each argument that is ...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
2.1
CVSSv2
CVE-2022-29203
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.SpaceToBatchND` (in all backends such as XLA and handwritten kernels) is vulnerable to an integer overflow: The result of this integer o...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
2.1
CVSSv2
CVE-2022-29206
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.raw_ops.SparseTensorDenseAdd` does not fully validate the input arguments. In this case, a reference gets bound to a `nullptr` during kernel exe...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
2.1
CVSSv2
CVE-2022-29210
TensorFlow is an open source platform for machine learning. In version 2.8.0, the `TensorKey` hash function used total estimated `AllocatedBytes()`, which (a) is an estimate per tensor, and (b) is a very poor hash function for constants (e.g. `int32_t`). It also tried to access i...
Google Tensorflow 2.8.0
6.5
CVSSv2
CVE-2022-21740
Tensorflow is an Open Source Machine Learning Framework. The implementation of `SparseCountSparseOutput` is vulnerable to a heap overflow. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and TensorFlow 2.5.3...
Google Tensorflow
Google Tensorflow 2.7.0
4
CVSSv2
CVE-2022-23577
Tensorflow is an Open Source Machine Learning Framework. The implementation of `GetInitOp` is vulnerable to a crash caused by dereferencing a null pointer. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and...
Google Tensorflow
Google Tensorflow 2.7.0
4
CVSSv2
CVE-2022-21729
Tensorflow is an Open Source Machine Learning Framework. The implementation of `UnravelIndex` is vulnerable to a division by zero caused by an integer overflow bug. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2...
Google Tensorflow
Google Tensorflow 2.7.0
4
CVSSv2
CVE-2022-21735
Tensorflow is an Open Source Machine Learning Framework. The implementation of `FractionalMaxPool` can be made to crash a TensorFlow process via a division by 0. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6....
Google Tensorflow
Google Tensorflow 2.7.0
4
CVSSv2
CVE-2022-21734
Tensorflow is an Open Source Machine Learning Framework. The implementation of `MapStage` is vulnerable a `CHECK`-fail if the key tensor is not a scalar. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, TensorFlow 2.6.3, and T...
Google Tensorflow
Google Tensorflow 2.7.0
5
CVSSv2
CVE-2022-23580
Tensorflow is an Open Source Machine Learning Framework. During shape inference, TensorFlow can allocate a large vector based on a value from a tensor controlled by the user. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, Te...
Google Tensorflow 2.7.0
Google Tensorflow
CVSSv2
CVSSv2
CVSSv3
VMScore
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