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tensorflow vulnerabilities and exploits
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7.8
CVSSv3
CVE-2021-37658
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.MatrixSetDiagV*`. The [implementation](https://github.com/tensorflow/...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37660
TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can cause a floating point exception by calling inplace operations with crafted arguments that would result in a division by 0. The [implementation](https://github.com/tensorfl...
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
7.8
CVSSv3
CVE-2021-37665
TensorFlow is an end-to-end open source platform for machine learning. In affected versions due to incomplete validation in MKL implementation of requantization, an attacker can trigger undefined behavior via binding a reference to a null pointer or can access data outside the bo...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37673
TensorFlow is an end-to-end open source platform for machine learning. In affected versions an attacker can trigger a denial of service via a `CHECK`-fail in `tf.raw_ops.MapStage`. The [implementation](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37675
TensorFlow is an end-to-end open source platform for machine learning. In affected versions most implementations of convolution operators in TensorFlow are affected by a division by 0 vulnerability where an attacker can trigger a denial of service via a crash. The shape inference...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
7.8
CVSSv3
CVE-2021-37679
TensorFlow is an end-to-end open source platform for machine learning. In affected versions it is possible to nest a `tf.map_fn` within another `tf.map_fn` call. However, if the input tensor is a `RaggedTensor` and there is no function signature provided, code assumes the output ...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
7.8
CVSSv3
CVE-2021-37681
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation of SVDF in TFLite is [vulnerable to a null pointer error](https://github.com/tensorflow/tensorflow/blob/460e000de3a83278fb00b61a16d161b1964f15f4/tensorflow/lite/kernels/...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
5.5
CVSSv3
CVE-2021-37684
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementations of pooling in TFLite are vulnerable to division by 0 errors as there are no checks for divisors not being 0. We have patched the issue in GitHub commit [dfa22b348b70bb8...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
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
CVSSv3
CVSSv2
CVSSv3
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