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google tensorflow vulnerabilities and exploits
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5.5
CVSSv3
CVE-2022-29201
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.raw_ops.QuantizedConv2D` does not fully validate the input arguments. In this case, references get bound to `nullptr` for each argument that is ...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
5.5
CVSSv3
CVE-2022-29202
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.ragged.constant` does not fully validate the input arguments. This results in a denial of service by consuming all available memory. Versions 2....
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
5.5
CVSSv3
CVE-2022-29203
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.raw_ops.SpaceToBatchND` (in all backends such as XLA and handwritten kernels) is vulnerable to an integer overflow: The result of this integer o...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
5.5
CVSSv3
CVE-2022-29204
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.raw_ops.UnsortedSegmentJoin` does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denia...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
5.5
CVSSv3
CVE-2022-29205
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, there is a potential for segfault / denial of service in TensorFlow by calling `tf.compat.v1.*` ops which don't yet have support for quantized types, which was added...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
5.5
CVSSv3
CVE-2022-29206
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.raw_ops.SparseTensorDenseAdd` does not fully validate the input arguments. In this case, a reference gets bound to a `nullptr` during kernel exe...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
5.5
CVSSv3
CVE-2022-29207
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, multiple TensorFlow operations misbehave in eager mode when the resource handle provided to them is invalid. In graph mode, it would have been impossible to perform these...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
7.5
CVSSv3
CVE-2022-35959
TensorFlow is an open source platform for machine learning. The implementation of `AvgPool3DGradOp` does not fully validate the input `orig_input_shape`. This results in an overflow that results in a `CHECK` failure which can be used to trigger a denial of service attack. We have...
Google Tensorflow 2.8.0
Google Tensorflow
Google Tensorflow 2.10
Google Tensorflow 2.9.0
7.5
CVSSv3
CVE-2022-35960
TensorFlow is an open source platform for machine learning. In `core/kernels/list_kernels.cc's TensorListReserve`, `num_elements` is assumed to be a tensor of size 1. When a `num_elements` of more than 1 element is provided, then `tf.raw_ops.TensorListReserve` fails the `CHE...
Google Tensorflow 2.8.0
Google Tensorflow
Google Tensorflow 2.10
Google Tensorflow 2.9.0
7.5
CVSSv3
CVE-2022-35963
TensorFlow is an open source platform for machine learning. The implementation of `FractionalAvgPoolGrad` does not fully validate the input `orig_input_tensor_shape`. This results in an overflow that results in a `CHECK` failure which can be used to trigger a denial of service at...
Google Tensorflow 2.8.0
Google Tensorflow
Google Tensorflow 2.10
Google Tensorflow 2.9.0
CVSSv3
CVSSv2
CVSSv3
VMScore
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