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tensorflow vulnerabilities and exploits
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5.5
CVSSv3
CVE-2022-29211
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the implementation of `tf.histogram_fixed_width` is vulnerable to a crash when the values array contain `Not a Number` (`NaN`) elements. The implementation assumes that a...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
5.5
CVSSv3
CVE-2022-29212
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, certain TFLite models that were created using TFLite model converter would crash when loaded in the TFLite interpreter. The culprit is that during quantization the scale ...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
5.5
CVSSv3
CVE-2022-29213
TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, the `tf.compat.v1.signal.rfft2d` and `tf.compat.v1.signal.rfft3d` lack input validation and under certain condition can result in crashes (due to `CHECK`-failures). Versi...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
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
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
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-2021-37645
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
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
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
7.8
CVSSv3
CVE-2021-37651
TensorFlow is an end-to-end open source platform for machine learning. In affected versions the implementation for `tf.raw_ops.FractionalAvgPoolGrad` can be tricked into accessing data outside of bounds of heap allocated buffers. The [implementation](https://github.com/tensorflow...
Google Tensorflow
Google Tensorflow 2.5.0
Google Tensorflow 2.6.0
CVSSv3
CVSSv2
CVSSv3
VMScore
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