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google tensorflow vulnerabilities and exploits
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3.6
CVSSv2
CVE-2021-37635
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of sparse reduction operations in TensorFlow can trigger accesses outside of bounds of heap allocated data. The [implementation](https://github.com/tensorflow/tensorflow...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
2.1
CVSSv2
CVE-2021-37637
TensorFlow is an end-to-end open source platform for machine learning. It is possible to trigger a null pointer dereference in TensorFlow by passing an invalid input to `tf.raw_ops.CompressElement`. The [implementation](https://github.com/tensorflow/tensorflow/blob/47a06f40411a69...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
4.6
CVSSv2
CVE-2021-37638
TensorFlow is an end-to-end open source platform for machine learning. Sending invalid argument for `row_partition_types` of `tf.raw_ops.RaggedTensorToTensor` API results in a null pointer dereference and undefined behavior. The [implementation](https://github.com/tensorflow/tens...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
2.1
CVSSv2
CVE-2021-37640
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of `tf.raw_ops.SparseReshape` can be made to trigger an integral division by 0 exception. The [implementation](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
3.6
CVSSv2
CVE-2021-37641
TensorFlow is an end-to-end open source platform for machine learning. In affected versions if the arguments to `tf.raw_ops.RaggedGather` don't determine a valid ragged tensor code can trigger a read from outside of bounds of heap allocated buffers. The [implementation](http...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
3.6
CVSSv2
CVE-2021-37643
TensorFlow is an end-to-end open source platform for machine learning. If a user does not provide a valid padding value to `tf.raw_ops.MatrixDiagPartOp`, then the code triggers a null pointer dereference (if input is empty) or produces invalid behavior, ignoring all values after ...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
2.1
CVSSv2
CVE-2021-37645
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of `tf.raw_ops.QuantizeAndDequantizeV4Grad` is vulnerable to an integer overflow issue caused by converting a signed integer value to an unsigned one and then allocating...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
2.1
CVSSv2
CVE-2021-37646
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of `tf.raw_ops.StringNGrams` is vulnerable to an integer overflow issue caused by converting a signed integer value to an unsigned one and then allocating memory based o...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
2.1
CVSSv2
CVE-2021-37647
TensorFlow is an end-to-end open source platform for machine learning. When a user does not supply arguments that determine a valid sparse tensor, `tf.raw_ops.SparseTensorSliceDataset` implementation can be made to dereference a null pointer. The [implementation](https://github.c...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
4.6
CVSSv2
CVE-2021-37648
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the code for `tf.raw_ops.SaveV2` does not properly validate the inputs and an attacker can trigger a null pointer dereference. The [implementation](https://github.com/tensorflow/tensorflow...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
CVSSv2
CVSSv2
CVSSv3
VMScore
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