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tensorflow vulnerabilities and exploits
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7.5
CVSSv3
CVE-2022-35984
TensorFlow is an open source platform for machine learning. `ParameterizedTruncatedNormal` assumes `shape` is of type `int32`. A valid `shape` of type `int64` results in a mismatched type `CHECK` fail that can be used to trigger a denial of service attack. We have patched the iss...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35985
TensorFlow is an open source platform for machine learning. If `LRNGrad` is given an `output_image` input tensor that is not 4-D, it results in a `CHECK` fail that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit bd90b3efab4ec958b228cd...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35986
TensorFlow is an open source platform for machine learning. If `RaggedBincount` is given an empty input tensor `splits`, it results in a segfault that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 7a4591fd4f065f4fa903593bc39b2f79530...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35987
TensorFlow is an open source platform for machine learning. `DenseBincount` assumes its input tensor `weights` to either have the same shape as its input tensor `input` or to be length-0. A different `weights` shape will trigger a `CHECK` fail that can be used to trigger a denial...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35988
TensorFlow is an open source platform for machine learning. When `tf.linalg.matrix_rank` receives an empty input `a`, the GPU kernel gives a `CHECK` fail that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit c55b476aa0e0bd4ee99d0f3ad18...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35989
TensorFlow is an open source platform for machine learning. When `MaxPool` receives a window size input array `ksize` with dimensions greater than its input tensor `input`, the GPU kernel gives a `CHECK` fail that can be used to trigger a denial of service attack. We have patched...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35990
TensorFlow is an open source platform for machine learning. When `tf.quantization.fake_quant_with_min_max_vars_per_channel_gradient` receives input `min` or `max` of rank other than 1, it gives a `CHECK` fail that can trigger a denial of service attack. We have patched the issue ...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35964
TensorFlow is an open source platform for machine learning. The implementation of `BlockLSTMGradV2` does not fully validate its inputs. This results in a a segfault that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 2a458fc4866505be...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35965
TensorFlow is an open source platform for machine learning. If `LowerBound` or `UpperBound` is given an empty`sorted_inputs` input, it results in a `nullptr` dereference, leading to a segfault that can be used to trigger a denial of service attack. We have patched the issue in Gi...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35966
TensorFlow is an open source platform for machine learning. If `QuantizedAvgPool` is given `min_input` or `max_input` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit 7cdf9d4d208...
Google Tensorflow
Google Tensorflow 2.10
CVSSv3
CVSSv2
CVSSv3
VMScore
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