PT-2022-16090 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.8.0 TensorFlow versions 2.7.0 through 2.7.0 will be fixed in 2.7.1 TensorFlow versions 2.6.0 through 2.6.2 will be fixed in 2.6.3 TensorFlow versions 2.5.0 through 2.5.2 will be fixed in 2.5.3 Description: The...

Google TensorFlow 缓冲区错误漏洞

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 control the input idx variable so that ix is greater than the number of values in node .arg...

Google TensorFlow 缓冲区错误漏洞

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 change the format of the SavedModel on disk to invalidate these assumptions, and then...

Google TensorFlow 数字错误漏洞

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A numerical error vulnerability exists in Google Tensorflow, which could be exploited by an attacker to create a TFLite model that triggers a division in the "BiasAndClamp" implementation. The...

PT-2022-16080 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.5.3 TensorFlow versions prior to 2.6.3 TensorFlow versions prior to 2.7.1 TensorFlow versions prior to 2.8.0 Description: When decoding a resource handle tensor from protobuf, a TensorFlow process can encounter...

PT-2022-16101 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow versions prior to 2.8.0 TensorFlow versions 2.7.0 through 2.7.0 will be fixed in 2.7.1 TensorFlow versions 2.6.0 through 2.6.2 will be fixed in 2.6.3 TensorFlow versions 2.5.0 through 2.5.2 will be fixed in 2.5.3 Description: A...

a62-emotion (>=0.10.12 <=0.11.4), agent-atm (>=0.1.0 <=0.1.1) +102 more potentially affected by CVE-2022-21740 via tensorflow-cpu (>=1.15.0 <=2.4.4)

tensorflow-cpu PYPI version =1.15.0, =0.10.12, =0.1.0, =2.0.0, =2.0.0, =1.0.0, =0.0.5, =0.3.0, =0.0.1, =0.8.1, =0.1.1, =1.3.0, =0.1.0.dev1, =0.1.0.dev202107081840 and more Source cves: CVE-2022-21740 Source advisory: OSV:PYSEC-2022-64...

PYSEC-2022-132

Tensorflow is an Open Source Machine Learning Framework. The implementation of AddManySparseToTensorsMap is vulnerable to an integer overflow which results in a CHECK-fail when building new TensorShape objects so, an assert failure based denial of service. We are missing some validation on the...

PYSEC-2022-57

Tensorflow is an Open Source Machine Learning Framework. The implementation of StringNGrams can be used to trigger a denial of service attack by causing an out of memory condition after an integer overflow. We are missing a validation on padwitdh and that result in computing a negative value for...

CVE-2022-23568 Integer overflows in Tensorflow

Tensorflow is an Open Source Machine Learning Framework. The implementation of AddManySparseToTensorsMap is vulnerable to an integer overflow which results in a CHECK-fail when building new TensorShape objects so, an assert failure based denial of service. We are missing some validation on the...

CVE-2022-21733 Memory exhaustion in Tensorflow

Tensorflow is an Open Source Machine Learning Framework. The implementation of StringNGrams can be used to trigger a denial of service attack by causing an out of memory condition after an integer overflow. We are missing a validation on padwitdh and that result in computing a negative value for...

CVE-2022-21732 Memory exhaustion in Tensorflow

Tensorflow is an Open Source Machine Learning Framework. The implementation of ThreadPoolHandle can be used to trigger a denial of service attack by allocating too much memory. This is because the numthreads argument is only checked to not be negative, but there is no upper bound on its value. Th...

PYSEC-2022-54

Tensorflow is an Open Source Machine Learning Framework. The implementation of FractionalAvgPoolGrad does not consider cases where the input tensors are invalid allowing an attacker to read from outside of bounds of heap. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this...

animl (>=1.1.2 <=1.1.4), audio-classification-models (=1.0.1) +7 more potentially affected by CVE-2022-21726 via tensorflow-gpu (>=2.6.0 <=2.6.2)

tensorflow-gpu PYPI version =2.6.0, =1.1.2, =0.1.5, =0.1.0, =0.9.0, =1.0.5, =1.0.6 Source cves: CVE-2022-21726 Source advisory: OSV:PYSEC-2022-105...

CVE-2022-21727 Integer overflow in Tensorflow

Tensorflow is an Open Source Machine Learning Framework. The implementation of shape inference for Dequantize is vulnerable to an integer overflow weakness. The axis argument can be -1 the default value for the optional argument or any other positive value at most the number of dimensions of the...

CVE-2022-21726 Out of bounds read in Tensorflow

Tensorflow is an Open Source Machine Learning Framework. The implementation of Dequantize does not fully validate the value of axis and can result in heap OOB accesses. The axis argument can be -1 the default value for the optional argument or any other positive value at most the number of...

CVE-2022-21730 Out of bounds read in Tensorflow

Tensorflow is an Open Source Machine Learning Framework. The implementation of FractionalAvgPoolGrad does not consider cases where the input tensors are invalid allowing an attacker to read from outside of bounds of heap. The fix will be included in TensorFlow 2.8.0. We will also cherrypick this...

Google TensorFlow 安全漏洞

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

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...

alwakeupword (=1.0.0), armadillin (>=0.0.2 <=0.53.0) +35 more potentially affected by CVE-2021-41208 via tensorflow (>=2.6.0 <=2.6.0rc2)

tensorflow PYPI version =2.6.0, =0.0.2, =0.0.9, =0.2.0, =4.4.0, =1.1.2, =0.2.0, =0.0.1, =1.0.0, =0.1.5, =0.2.1 and more Source cves: CVE-2021-41208 Source advisory: OSV:GHSA-57WX-M983-2F88...