Google TensorFlow 安全漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google. Google TensorFlow has a security vulnerability that stems from the fact that the implementation of Conv2DBackpropInput requires inputsizes to be 4-dimensional. Otherwise, it gives an assertion failu...

Google TensorFlow 安全漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A denial-of-service vulnerability exists in Google TensorFlow, which stems from the fact that when CollectiveGather receives a scalar input input, it gives an assertion of failure, which can be exploite...

PT-2022-23092

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 CollectiveGather receives a scalar input input, resulting i...

Google TensorFlow 安全漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A denial-of-service vulnerability exists in Google TensorFlow, which stems from the fact that when AudioSummaryV2 receives an input samplerate containing multiple elements, it gives an assertion failure...

Google TensorFlow 安全漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google Inc. in the United States. A security vulnerability exists in Google TensorFlow, which stems from the fact that when tf.quantization.fakequantwithminmaxvarsgradient receives non-scalar inputs min or...

Google TensorFlow 安全漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google. Google TensorFlow has a denial-of-service vulnerability that could be exploited by attackers to trigger a denial-of-service attack...

PT-2022-23058

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 inpu...

Google TensorFlow 输入验证错误漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google. Google TensorFlow has an input validation error vulnerability that stems from the fact that the BlockLSTMGradV2 implementation does not fully validate its input, which could be exploited by an attacker to...

PT-2022-23063

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 trigger...

PT-2022-23040

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-2022-23072

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 of...

PT-2022-23117

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-2022-23091

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 SetSize function receives an input set shape that is no...

Google TensorFlow 安全漏洞

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 a security vulnerability that stems from a failure of the current CPU/GPU kernel assertion one with dnnl and the other with cudnn when...

Google TensorFlow 安全漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google, Inc. in the United States. A security vulnerability exists in Google TensorFlow, which stems from the fact that if tf.sparse.cross receives an input separator that is not a scalar, it fails with an...

PT-2022-23095

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 tf.sparse.cross function receives an input separator th...

PT-2022-23084

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 RaggedBincount is given an empty input tensor splits, resulting in a segfault that can be used to trigger a denial of service...

PT-2022-23082

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 from ParameterizedTruncatedNormal assuming shape is of type int3...

Google TensorFlow 安全漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google, Inc. in the United States. A security vulnerability exists in Google TensorFlow, which stems from the fact that if LRNGrad is given an outputimage input tensor that is not 4-D, it will cause an...

Google TensorFlow 安全漏洞

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 a security vulnerability that stems from the fact that when tf.quantization.fakequantwithminmaxvarsperchannelgradient receives an input min o...