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tensorflow vulnerabilities and exploits
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7.8
CVSSv3
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
7.8
CVSSv3
CVE-2021-37639
TensorFlow is an end-to-end open source platform for machine learning. When restoring tensors via raw APIs, if the tensor name is not provided, TensorFlow can be tricked into dereferencing a null pointer. Alternatively, attackers can read memory outside the bounds of heap allocat...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
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
7.1
CVSSv3
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
5.5
CVSSv3
CVE-2021-37642
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of `tf.raw_ops.ResourceScatterDiv` is vulnerable to a division by 0 error. The [implementation](https://github.com/tensorflow/tensorflow/blob/8d72537c6abf5a44103b57b9c2e...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37644
TensorFlow is an end-to-end open source platform for machine learning. In affected versions providing a negative element to `num_elements` list argument of `tf.raw_ops.TensorListReserve` causes the runtime to abort the process due to reallocating a `std::vector` to have a negativ...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
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
5.5
CVSSv3
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
7.8
CVSSv3
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
5.5
CVSSv3
CVE-2021-37649
TensorFlow is an end-to-end open source platform for machine learning. The code for `tf.raw_ops.UncompressElement` can be made to trigger a null pointer dereference. The [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181d3aaab77a1ddeb/tensor...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
CVSSv3
CVSSv2
CVSSv3
VMScore
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