Denial of Service (DoS)

Overview Affected versions of this package are vulnerable to Denial of Service DoS when running with XLA, tf.rawops.ParallelConcat segfaults with a nullptr dereference when given a parameter shape with rank that is not greater than zero. PoC import tensorflow as tf func = tf.rawops.ParallelConcat...

Google TensorFlow 代码问题漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google, Inc. in the United States. A code issue exists in TensorFlow versions 2.12.0 prior to 2.12 and 2.11 prior to 2.11.1. The vulnerability stems from the fact that when running versions prior to 2.12.0...

SUSE CVE-2019-20052

A memory leak was discovered in MatVarCalloc in mat.c in matio 1.5.17 because SafeMulDims does not consider the rank==0 case...

GHSA-G9FM-R5MM-RF9F `CHECK_EQ` fail via input in `SparseMatrixNNZ`

Impact An input sparsematrix that is not a matrix with a shape with rank 0 will trigger a CHECK fail in tf.rawops.SparseMatrixNNZ. python import tensorflow as tf tf.rawops.SparseMatrixNNZsparsematrix= Patches We have patched the issue in GitHub commit f856d02e5322821aad155dad9b3acab1e9f5d693. The...

Denial of Service (DoS)

Overview Affected versions of this package are vulnerable to Denial of Service DoS when the input sparsematrix is not a matrix with a shape with rank 0. As a result, a CHECK fail will be triggered in tf.rawops.SparseMatrixNNZ. Details Denial of Service DoS describes a family of attacks, all aimed...

PYSEC-2021-235

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the SVDF TFLite operator is vulnerable to a division by zero errorhttps://github.com/tensorflow/tensorflow/blob/7f283ff806b2031f407db64c4d3edcda8fb9f9f5/tensorflow/lite/kernels/svdf.ccL99-L102. An attacke...

PYSEC-2021-526

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the SVDF TFLite operator is vulnerable to a division by zero errorhttps://github.com/tensorflow/tensorflow/blob/7f283ff806b2031f407db64c4d3edcda8fb9f9f5/tensorflow/lite/kernels/svdf.ccL99-L102. An attacke...

PYSEC-2021-235

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the SVDF TFLite operator is vulnerable to a division by zero errorhttps://github.com/tensorflow/tensorflow/blob/7f283ff806b2031f407db64c4d3edcda8fb9f9f5/tensorflow/lite/kernels/svdf.ccL99-L102. An attacke...

PYSEC-2021-724

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the SVDF TFLite operator is vulnerable to a division by zero errorhttps://github.com/tensorflow/tensorflow/blob/7f283ff806b2031f407db64c4d3edcda8fb9f9f5/tensorflow/lite/kernels/svdf.ccL99-L102. An attacke...

PYSEC-2021-724

TensorFlow is an end-to-end open source platform for machine learning. The implementation of the SVDF TFLite operator is vulnerable to a division by zero errorhttps://github.com/tensorflow/tensorflow/blob/7f283ff806b2031f407db64c4d3edcda8fb9f9f5/tensorflow/lite/kernels/svdf.ccL99-L102. An attacke...

matio memory leak vulnerability

MATIO is an open source C library for reading and writing binary MATLAB MAT files. A memory leak vulnerability exists in the 'MatVarCalloc' function of the mat.c file in MATIO version 1.5.17, which stems from the program's failure to account for the rank==0 case. An attacker can exploit this...