Google TensorFlow 缓冲区错误漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google Google. Google Tensorflow has a buffer overflow vulnerability that stems from the fact that Dequantize's implementation does not fully validate the value of axis, which can be exploited by an attacker to caus...

Google TensorFlow 缓冲区错误漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google USA. Google TensorFlow has a buffer overflow vulnerability, which stems from the fact that the implementation of SparseCountSparseOutput is prone to heap overflow and can be exploited by an attacker to cause ...

Insecure Temporary File in tensorflow/tensorflow

Description tensorflow package is using the deprecated function tempfile.mktemp which is not secure. Because a different process may create a file with this name in the time between the call to mktemp and the subsequent attempt to create the file by the first process. Impact Availability will get...

Security Bulletin: IBM Watson Discovery for IBM Cloud Pak for Data affected by vulnerability in TensorFlow

Summary IBM Watson Discovery for IBM Cloud Pak for Data contains a vulnerable version of TensorFlow. Vulnerability Details CVEID: CVE-2021-37635 DESCRIPTION: TensorFlow could allow a local authenticated attacker to obtain sensitive information, caused by a heap out-of-bounds read flaw in the...

Google TensorFlow Input Validation Error Vulnerability (CNVD-2022-09873)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from an input validation error vulnerability that can be exploited by an attacker to call tf.image.resize with a large input parameter, then the TensorFlow process will...

Google TensorFlow Input Validation Error Vulnerability (CNVD-2022-09875)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from an input validation error vulnerability that can be exploited by an attacker to cause a CHECK failure and crash...

Google TensorFlow Input Validation Error Vulnerability (CNVD-2022-09874)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from an input validation error vulnerability that can be exploited by an attacker to cause an abort and denial of service related to a CHECK failure...

Google TensorFlow code issue vulnerability (CNVD-2022-09869)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow has a code issue vulnerability that can be exploited by an attacker to cause the program to crash...

Google TensorFlow Buffer Overflow Vulnerability (CNVD-2022-09872)

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 can be exploited by an attacker to cause uninitialized variable access...

Google TensorFlow Input Validation Error Vulnerability (CNVD-2022-09876)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from an input validation error vulnerability that stems from the fact that TensorFlow allows tensors to have a large number of dimensions, each of which can be adjusted...

Google TensorFlow Buffer Overflow Vulnerability (CNVD-2022-09870)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A buffer overflow vulnerability exists in Google TensorFlow, which stems from undefined behavior of the shape inference code of "tf.ragged.cross" due to a bound reference to "nullptr" in the...

Google TensorFlow Numeric Error Vulnerability (CNVD-2022-09877)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from a numeric error vulnerability that stems from TensorFlow's implementation of pooling operations in which values in a sliding window are not rigorously checked for...

Google TensorFlow buffer overflow vulnerability (CNVD-2021-91276)

Google TensorFlow is an end-to-end open source platform for machine learning from Google Google. A buffer overflow vulnerability exists in Google TensorFlow, which stems from the fact that during the crawler optimization phase of the affected version of TensorFlow, constant folding may attempt to...

Google TensorFlow Data Falsification Issue Vulnerability

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from a data forgery vulnerability that stems from a lack of validation of invalid file formats in the checkpoint loading infrastructure, which can be exploited by an...

Incomplete validation in boosted trees code

Impact The code for boosted trees in TensorFlow is still missing validation. As a result, attackers can trigger denial of service via dereferencing nullptrs or via CHECK-failures as well as abuse undefined behavior binding references to nullptrs. An attacker can also read and write from heap...

GHSA-57WX-M983-2F88 Incomplete validation in boosted trees code

Impact The code for boosted trees in TensorFlow is still missing validation. As a result, attackers can trigger denial of service via dereferencing nullptrs or via CHECK-failures as well as abuse undefined behavior binding references to nullptrs. An attacker can also read and write from heap...

GHSA-CQ76-MXRC-VCHH Crash in `tf.math.segment_*` operations

Impact The implementation of tf.math.segment operations results in a CHECK-fail related abort and denial of service if a segment id in segmentids is large. python import tensorflow as tf tf.math.segmentmaxdata=np.ones1,10,1, segmentids=1676240524292489355 tf.math.segmentmindata=np.ones1,10,1,...

Crash in `tf.math.segment_*` operations

Impact The implementation of tf.math.segment operations results in a CHECK-fail related abort and denial of service if a segment id in segmentids is large. python import tensorflow as tf tf.math.segmentmaxdata=np.ones1,10,1, segmentids=1676240524292489355 tf.math.segmentmindata=np.ones1,10,1,...

GHSA-M539-J985-HCR8 Crash in `max_pool3d` when size argument is 0 or negative

Impact The Keras pooling layers can trigger a segfault if the size of the pool is 0 or if a dimension is negative: python import tensorflow as tf poolsize = 2, 2, 0 layer = tf.keras.layers.MaxPooling3Dstrides=1, poolsize=poolsize inputtensor = tf.random.uniform3, 4, 10, 11, 12, dtype=tf.float32 r...

Crash in `max_pool3d` when size argument is 0 or negative

Impact The Keras pooling layers can trigger a segfault if the size of the pool is 0 or if a dimension is negative: python import tensorflow as tf poolsize = 2, 2, 0 layer = tf.keras.layers.MaxPooling3Dstrides=1, poolsize=poolsize inputtensor = tf.random.uniform3, 4, 10, 11, 12, dtype=tf.float32 r...