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google tensorflow 2.10 vulnerabilities and exploits
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7.5
CVSSv3
CVE-2022-36016
TensorFlow is an open source platform for machine learning. When `tensorflow::full_type::SubstituteFromAttrs` receives a `FullTypeDef& t` that is not exactly three args, it triggers a `CHECK`-fail instead of returning a status. We have patched the issue in GitHub commit 6104f...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35994
TensorFlow is an open source platform for machine learning. When `CollectiveGather` receives an scalar input `input`, it gives a `CHECK` fails that can be used to trigger a denial of service attack. We have patched the issue in GitHub commit c1f491817dec39a26be3c574e86a88c30f3c47...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-35996
TensorFlow is an open source platform for machine learning. If `Conv2D` is given empty `input` and the `filter` and `padding` sizes are valid, the output is all-zeros. This causes division-by-zero floating point exceptions that can be used to trigger a denial of service attack. W...
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-2022-36014
TensorFlow is an open source platform for machine learning. When `mlir::tfg::TFOp::nameAttr` receives null type list attributes, it crashes. We have patched the issue in GitHub commits 3a754740d5414e362512ee981eefba41561a63a6 and a0f0b9a21c9270930457095092f558fbad4c03e5. The fix ...
Google Tensorflow
Google Tensorflow 2.10
7.5
CVSSv3
CVE-2022-36017
TensorFlow is an open source platform for machine learning. If `Requantize` is given `input_min`, `input_max`, `requested_output_min`, `requested_output_max` tensors of a nonzero rank, it results in a segfault that can be used to trigger a denial of service attack. We have patche...
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-2022-35984
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-2022-35986
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
CVSSv3
CVSSv2
CVSSv3
VMScore
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