Google TensorFlow 安全漏洞

A security vulnerability in Google TensorFlow, an end-to-end open source platform for machine learning from Google, stems from the use of uninitialized variables in the Grappler optimizer. If the trainnodes vector obtained from the saved optimization model does not contain Dequeue nodes, then...

Google TensorFlow 缓冲区错误漏洞

Google TensorFlow is an end-to-end open source machine learning platform. an out-of-bounds read vulnerability exists in the shape inference function of the QuantizeAndDequantizeV operation in versions prior to TensorFlow 2.7.0 for heap allocation arrays. No detailed vulnerability details are...

Google TensorFlow 缓冲区错误漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A buffer overflow vulnerability exists in Google TensorFlow, which stems from the fact that shape inference code for Cudnn operations can be tricked into accessing invalid memory via a heap buffer...

Google TensorFlow 代码问题漏洞

Google TensorFlow, an end-to-end open source machine learning platform, is vulnerable to a null pointer dereference in the shape inference code of DeserializeSparse in versions of TensorFlow prior to 2.7.0. The vulnerability stems from the shape inference function assuming that the serializespars...

PT-2021-23168 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.7.0 TensorFlow versions 2.6.1 and earlier TensorFlow versions 2.5.2 and earlier TensorFlow versions 2.4.4 and earlier Description: The Keras pooling layers in TensorFlow can trigger a segfault if the size of the...

Google TensorFlow 数字错误漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow versions prior to 2.7.0 suffer from a numeric error vulnerability that stems from the fact that TensorFlow's ParallelConcat loses some input validation and produces a divide by...

PT-2021-23201 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.7.0 TensorFlow versions 2.6.1 and earlier TensorFlow versions 2.5.2 and earlier TensorFlow versions 2.4.4 and earlier Description: TensorFlow's saved model cli tool is vulnerable to a code injection as it calls...

PT-2021-23185 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.7.0 TensorFlow versions 2.6.1 and earlier TensorFlow versions 2.5.2 and earlier TensorFlow versions 2.4.4 and earlier Description: The shape inference code for tf.ragged.cross can trigger a read outside of bound...

PT-2021-23183 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.7.0 TensorFlow versions 2.6.1 and earlier TensorFlow versions 2.5.2 and earlier TensorFlow versions 2.4.4 and earlier Description: The shape inference functions for SparseCountSparseOutput can trigger a read...

Google TensorFlow 缓冲区错误漏洞

Google TensorFlow is an end-to-end open source machine learning platform. an out-of-bounds read vulnerability exists in the shape inference function of SparseCountSparseOutput in versions prior to TensorFlow 2.7.0 for heap allocation arrays. No detailed vulnerability details are currently availab...

Google TensorFlow 缓冲区错误漏洞

Google TensorFlow is an end-to-end open source machine learning platform. a heap out-of-bounds access vulnerability exists in the implementation of the FusedBatchNorm kernel in versions prior to TensorFlow 2.7.0. No details of the vulnerability are currently available...

PT-2021-23171 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.7.0 TensorFlow versions 2.6.1 and earlier TensorFlow versions 2.5.2 and earlier TensorFlow versions 2.4.4 and earlier Description: In affected versions, if tf.image.resize is called with a large input argument,...

PT-2021-23170 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.7.0 TensorFlow versions 2.6.1 and earlier TensorFlow versions 2.5.2 and earlier TensorFlow versions 2.4.4 and earlier Description: In affected versions, if tf.tile is called with a large input argument, then the...

PT-2021-23176 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.7.0 TensorFlow versions 2.6.1 and earlier TensorFlow versions 2.5.2 and earlier TensorFlow versions 2.4.4 and earlier Description: The issue occurs during TensorFlow's Grappler optimizer phase, where constant...

PT-2021-23186 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.7.0 TensorFlow versions 2.6.1 and earlier TensorFlow versions 2.5.2 and earlier TensorFlow versions 2.4.4 and earlier Description: The code behind the tf.function API can be made to deadlock when two tf.function...

Google TensorFlow 缓冲区错误漏洞

Google TensorFlow is an end-to-end open source machine learning platform. a heap out-of-bounds access vulnerability exists in the SparseFillEmptyRows implementation in versions prior to TensorFlow 2.7.0. No details of the vulnerability are currently available...

PT-2021-23197 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.7.0 TensorFlow versions 2.6.1 and earlier TensorFlow versions 2.5.2 and earlier TensorFlow versions 2.4.4 and earlier Description: The implementation of SparseFillEmptyRows can be made to trigger a heap...

CVE-2021-41205

creationtimestamp| type| source ---|---|--- 2021-11-04 23:18:26+00:00| published-proof-of-concept| https://github.com/tensorflow/tensorflow/security/advisories/GHSA-49rx-x2rw-pc6f...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2022-09854)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from a security vulnerability that can be exploited by an attacker to cause a runtime abort process...

Google TensorFlow Buffer Overflow Vulnerability (CNVD-2022-09855)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from a buffer overflow vulnerability that stems from the inability of the ""tf.rawops.RaggedGather"" parameter in the software to determine a valid ragged tensor code,...