Google TensorFlow 输入验证错误漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google, Inc. in the United States. Google TensorFlow suffers from an input validation error vulnerability that stems from a segmentation error that can be used to trigger a denial-of-service attack if...

PT-2022-23063 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions 2.7.2 through 2.9.1 TensorFlow version 2.10.0 is not affected as it includes the fix. Description: The implementation of BlockLSTMGradV2 does not fully validate its inputs, resulting in a segfault that can be used to trigg...

PT-2022-23073 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: TensorFlow is an open source platform for machine learning. If...

PT-2022-23058 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The implementation of AvgPool3DGradOp does not fully validate the input orig...

PT-2022-23062 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The implementation of FractionalAvgPoolGrad does not fully validate the input...

PT-2022-23040 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The implementation of tf.reshape op in TensorFlow is vulnerable to a denial of...

PT-2022-23119 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The issue arises when FakeQuantWithMinMaxVarsPerChannel is given min or max...

PT-2022-23093 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1, 2.8.1, and 2.7.2 are also affected Description: The issue occurs when AudioSummaryV2 receives an input sample rate with more than one element, resulting in a CHECK failure that ca...

PT-2022-23067 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The implementation of AvgPoolGrad does not fully validate the input orig input...

PT-2022-23065 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1, 2.8.1, and 2.7.2 Description: The issue occurs when QuantizedAvgPool is given min input or max input tensors of a nonzero rank, resulting in a segfault that can be used to trigger...

PT-2022-23088 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The issue occurs when tf.quantization.fake quant with min max vars per channel...

PT-2022-23068 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The implementation of Conv2DBackpropInput requires input sizes to be...

PT-2022-23043 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1, 2.8.1, and 2.7.2 are also affected Description: The GatherNd function in TensorFlow takes arguments that determine the sizes of inputs and outputs. If the inputs given are greater...

PT-2022-23117 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The issue results in a segfault that can be used to trigger a denial of service...

PT-2022-23114 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The issue occurs when mlir::tfg::TFOp::nameAttr receives null type list...

PT-2022-23115 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The issue occurs when the RangeSize function receives values that do not fit in...

PT-2022-23111 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The issue occurs when the mlir::tfg::ConvertGenericFunctionToFunctionDef functi...

PT-2022-23099 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The issue arises when mlir::tfg::ConvertGenericFunctionToFunctionDef is given...

PT-2022-23126 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description: The issue occurs when converting transposed convolutions using per-channel weig...

PT-2022-23072 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1, 2.8.1, and 2.7.2 Description: The issue arises when QuantizedMatMul is given nonscalar input for: min a, max a, min b, or max b. This can trigger a segfault, leading to a denial o...