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tensorflow vulnerabilities and exploits
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7.5
CVSSv3
CVE-2022-36011
TensorFlow is an open source platform for machine learning. When `mlir::tfg::ConvertGenericFunctionToFunctionDef` is given empty function attributes, it gives a null dereference. We have patched the issue in GitHub commit 1cf45b831eeb0cab8655c9c7c5d06ec6f45fc41b. The fix will be ...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-36012
TensorFlow is an open source platform for machine learning. When `mlir::tfg::ConvertGenericFunctionToFunctionDef` is given empty function attributes, it crashes. We have patched the issue in GitHub commit ad069af92392efee1418c48ff561fd3070a03d7b. The fix will be included in Tenso...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-36013
TensorFlow is an open source platform for machine learning. When `mlir::tfg::GraphDefImporter::ConvertNodeDef` tries to convert NodeDefs without an op name, it crashes. We have patched the issue in GitHub commit a0f0b9a21c9270930457095092f558fbad4c03e5. The fix will be included i...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-36026
TensorFlow is an open source platform for machine learning. If `QuantizeAndDequantizeV3` is given a nonscalar `num_bits` input tensor, 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 f3f9cb38ecfe5a8a7...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35979
TensorFlow is an open source platform for machine learning. If `QuantizedRelu` or `QuantizedRelu6` are given nonscalar inputs for `min_features` or `max_features`, it results in a segfault that can be used to trigger a denial of service attack. We have patched the issue in GitHub...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35981
TensorFlow is an open source platform for machine learning. `FractionalMaxPoolGrad` validates its inputs with `CHECK` failures instead of with returning errors. If it gets incorrectly sized inputs, the `CHECK` failure can be used to trigger a denial of service attack. We have pat...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35982
TensorFlow is an open source platform for machine learning. If `SparseBincount` is given inputs for `indices`, `values`, and `dense_shape` that do not make a valid sparse tensor, it results in a segfault that can be used to trigger a denial of service attack. We have patched the ...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35983
TensorFlow is an open source platform for machine learning. If `Save` or `SaveSlices` is run over tensors of an unsupported `dtype`, 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 5dd7b86b84a864b834c...
Google Tensorflow
Google Tensorflow 2.10
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
CVSSv3
CVSSv2
CVSSv3
VMScore
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