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tensorflow vulnerabilities and exploits
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9.1
CVSSv3
CVE-2022-41880
TensorFlow is an open source platform for machine learning. When the `BaseCandidateSamplerOp` function receives a value in `true_classes` larger than `range_max`, a heap oob read occurs. We have patched the issue in GitHub commit b389f5c944cadfdfe599b3f1e4026e036f30d2d4. The fix ...
Google Tensorflow 2.10.0
Google Tensorflow
7.5
CVSSv3
CVE-2022-41884
TensorFlow is an open source platform for machine learning. If a numpy array is created with a shape such that one element is zero and the others sum to a large number, an error will be raised. We have patched the issue in GitHub commit 2b56169c16e375c521a3bc8ea658811cc0793784. T...
Google Tensorflow 2.10.0
Google Tensorflow
7.5
CVSSv3
CVE-2022-41885
TensorFlow is an open source platform for machine learning. When `tf.raw_ops.FusedResizeAndPadConv2D` is given a large tensor shape, it overflows. We have patched the issue in GitHub commit d66e1d568275e6a2947de97dca7a102a211e01ce. The fix will be included in TensorFlow 2.11. We ...
Google Tensorflow
Google Tensorflow 2.10.0
7.5
CVSSv3
CVE-2022-41886
TensorFlow is an open source platform for machine learning. When `tf.raw_ops.ImageProjectiveTransformV2` is given a large output shape, it overflows. We have patched the issue in GitHub commit 8faa6ea692985dbe6ce10e1a3168e0bd60a723ba. The fix will be included in TensorFlow 2.11. ...
Google Tensorflow 2.10.0
Google Tensorflow
7.5
CVSSv3
CVE-2022-41887
TensorFlow is an open source platform for machine learning. `tf.keras.losses.poisson` receives a `y_pred` and `y_true` that are passed through `functor::mul` in `BinaryOp`. If the resulting dimensions overflow an `int32`, TensorFlow will crash due to a size mismatch during broadc...
Google Tensorflow 2.10.0
Google Tensorflow
9.8
CVSSv3
CVE-2022-41900
TensorFlow is an open source platform for machine learning. The security vulnerability results in FractionalMax(AVG)Pool with illegal pooling_ratio. Attackers using Tensorflow can exploit the vulnerability. They can access heap memory which is not in the control of user, leading ...
Google Tensorflow 2.10.0
Google Tensorflow
7.5
CVSSv3
CVE-2022-41909
TensorFlow is an open source platform for machine learning. An input `encoded` that is not a valid `CompositeTensorVariant` tensor will trigger a segfault in `tf.raw_ops.CompositeTensorVariantToComponents`. We have patched the issue in GitHub commits bf594d08d377dc6a3354d9fdb494b...
Google Tensorflow 2.10.0
Google Tensorflow
9.1
CVSSv3
CVE-2022-41910
TensorFlow is an open source platform for machine learning. The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is ...
Google Tensorflow
Google Tensorflow 2.10.0
7.5
CVSSv3
CVE-2022-41911
TensorFlow is an open source platform for machine learning. When printing a tensor, we get it's data as a `const char*` array (since that's the underlying storage) and then we typecast it to the element type. However, conversions from `char` to `bool` are undefined if t...
Google Tensorflow 2.10.0
Google Tensorflow
9.1
CVSSv3
CVE-2022-41902
TensorFlow is an open source platform for machine learning. The function MakeGrapplerFunctionItem takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater than or equal to the sizes of the outputs, an out-of-bounds memory read or a crash is ...
Google Tensorflow
Google Tensorflow 2.10.0
CVSSv3
CVSSv2
CVSSv3
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