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tensorflow vulnerabilities and exploits
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7.5
CVSSv3
CVE-2023-25671
TensorFlow is an open source platform for machine learning. There is out-of-bounds access due to mismatched integer type sizes. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.
Google Tensorflow
7.5
CVSSv3
CVE-2023-25672
TensorFlow is an open source platform for machine learning. The function `tf.raw_ops.LookupTableImportV2` cannot handle scalars in the `values` parameter and gives an NPE. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.
Google Tensorflow
7.5
CVSSv3
CVE-2023-25673
TensorFlow is an open source platform for machine learning. Versions before 2.12.0 and 2.11.1 have a Floating Point Exception in TensorListSplit with XLA. A fix is included in TensorFlow version 2.12.0 and version 2.11.1.
Google Tensorflow
7.5
CVSSv3
CVE-2023-25674
TensorFlow is an open source machine learning platform. Versions before 2.12.0 and 2.11.1 have a null pointer error in RandomShuffle with XLA enabled. A fix is included in TensorFlow 2.12.0 and 2.11.1.
Google Tensorflow
7.5
CVSSv3
CVE-2023-25675
TensorFlow is an open source machine learning platform. When running versions before 2.12.0 and 2.11.1 with XLA, `tf.raw_ops.Bincount` segfaults when given a parameter `weights` that is neither the same shape as parameter `arr` nor a length-0 tensor. A fix is included in TensorFl...
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
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
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
CVSSv3
CVSSv2
CVSSv3
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