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tensorflow vulnerabilities and exploits
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5.5
CVSSv3
CVE-2021-37677
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the shape inference code for `tf.raw_ops.Dequantize` has a vulnerability that could trigger a denial of service via a segfault if an attacker provides invalid arguments. The shape inferenc...
Google Tensorflow
Google Tensorflow 2.6.0
Google Tensorflow 2.5.0
6.6
CVSSv3
CVE-2021-37690
TensorFlow is an end-to-end open source platform for machine learning. In affected versions when running shape functions, some functions (such as `MutableHashTableShape`) produce extra output information in the form of a `ShapeAndType` struct. The shapes embedded in this struct a...
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
7.1
CVSSv3
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
5.5
CVSSv3
CVE-2021-37653
TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a crash via a floating point exception in `tf.raw_ops.ResourceGather`. The [implementation](https://github.com/tensorflow/tensorflow/blob/f24faa153ad31a4b51578f8181...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
7.1
CVSSv3
CVE-2021-37654
TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a crash via a `CHECK`-fail in debug builds of TensorFlow using `tf.raw_ops.ResourceGather` or a read from outside the bounds of heap allocated data in the same API ...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
7.8
CVSSv3
CVE-2021-37657
TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause undefined behavior via binding a reference to null pointer in all operations of type `tf.raw_ops.MatrixDiagV*`. The [implementation](https://github.com/tensorflow/ten...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37661
TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause a denial of service in `boosted_trees_create_quantile_stream_resource` by using negative arguments. The [implementation](https://github.com/tensorflow/tensorflow/blob...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
7.8
CVSSv3
CVE-2021-37663
TensorFlow is an end-to-end open source platform for machine learning. In affected versions due to incomplete validation in `tf.raw_ops.QuantizeV2`, an attacker can trigger undefined behavior via binding a reference to a null pointer or can access data outside the bounds of heap ...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37670
TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can read from outside of bounds of heap allocated data by sending specially crafted illegal arguments to `tf.raw_ops.UpperBound`. The [implementation](https://github.com/tensor...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
CVSSv3
CVSSv2
CVSSv3
VMScore
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