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google tensorflow vulnerabilities and exploits
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2.1
CVSSv2
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
2.1
CVSSv2
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
3.6
CVSSv2
CVE-2022-29208
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.EditDistance` has incomplete validation. Users can pass negative values to cause a segmentation fault based denial of service. In multip...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
2.1
CVSSv2
CVE-2022-29209
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 macros that TensorFlow uses for writing assertions (e.g., `CHECK_LT`, `CHECK_GT`, etc.) have an incorrect logic when comparing `size_t` and `int` values. Due to type ...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
2.1
CVSSv2
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
2.1
CVSSv2
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
NA
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
NA
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
NA
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
2.1
CVSSv2
CVE-2022-29199
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.LoadAndRemapMatrix does not fully validate the input arguments. This results in a `CHECK`-failure which can be used to trigger a denial ...
Google Tensorflow 2.7.0
Google Tensorflow
Google Tensorflow 2.8.0
Google Tensorflow 2.9.0
CVSSv2
CVSSv2
CVSSv3
VMScore
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