Google Tensorflow has an unspecified vulnerability (CNVD-2022-09895)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc...

CVE-2021-41223

TensorFlow is an open source platform for machine learning. In affected versions the implementation of FusedBatchNorm kernels is vulnerable to a heap OOB access. The fix will be included in TensorFlow 2.7.0. We will also cherrypick this commit on TensorFlow 2.6.1, TensorFlow 2.5.2, and TensorFlow...

Heap overflow

TensorFlow is an open source platform for machine learning. In affected versions the implementation of SparseBinCount is vulnerable to a heap OOB access. This is because of missing validation between the elements of the values argument and the shape of the sparse output. The fix will be included ...

Google TensorFlow Dezero Error Vulnerability (CNVD-2021-64069)

Google TensorFlow, an end-to-end open source machine learning platform, is vulnerable to a divide by zero error in versions prior to Google TensorFlow 2.6.0. An attacker could exploit the vulnerability through a specially crafted parameter call in-place to cause a floating point exception, which...

Google TensorFlow Denial of Service Vulnerability (CNVD-2021-63076)

Google TensorFlow is an end-to-end open source machine learning platform. A security vulnerability exists in Google TensorFlow versions prior to 2.6.0. An attacker could exploit the vulnerability to cause a denial of service...

Google TensorFlow Denial of Service Vulnerability (CNVD-2021-63079)

Google TensorFlow is an end-to-end open source machine learning platform. A denial of service vulnerability exists in Google TensorFlow. A local attacker could exploit this vulnerability to cause a denial of service condition...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-48856)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in Google TensorFlow versions 2.4.2, 2.3.3, 2.2.3, and 2.1.4, which stems from a lack of validation in tf.rawops.RaggedTensorToTensor, and can be exploited by an...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-48855)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in Google TensorFlow versions 2.4.2, 2.3.3, 2.2.3, and 2.1.4, which stems from tf.rawops.QuantizeAndDequantizeV2 allows invalid values for the axis parameter:. No...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-48857)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4, which stems from the absence of loops between nodes of a TFlite graph. No detailed vulnerability details are...

Crypto-Mining Attacks Targeting Kubernetes Clusters via Kubeflow Instances

Cybersecurity researchers on Tuesday disclosed a new large-scale campaign targeting Kubeflow deployments to run malicious cryptocurrency mining containers. The campaign involved deploying TensorFlow pods on Kubernetes clusters, with the pods running legitimate TensorFlow images from the official...

Google TensorFlow divide-by-zero error vulnerability (CNVD-2021-37625)

Google TensorFlow is an end-to-end open source machine learning platform. A security vulnerability exists in the tf.rawops.FractionalAvgPool implementation in Google TensorFlow. An attacker can exploit the vulnerability to cause a denial of service...

Google TensorFlow LoadAndRemapMatrix Denial of Service Vulnerability

Google TensorFlow is an end-to-end open source machine learning platform. A denial of service vulnerability exists in the implementation of tf.rawops.LoadAndRemapMatrix in Google TensorFlow. An attacker can exploit this vulnerability to cause a CHECK-failure denial of service...

TensorFlow Denial of Service Vulnerability (CNVD-2021-36542)

Google TensorFlow is an end-to-end open source machine learning platform. A denial of service vulnerability exists in TensorFlow. An attacker can exploit this vulnerability by passing empty images to tf.rawops.DrawBoundingBoxes to cause a CHECK failure denial of service...

Google TensorFlow heap out-of-bounds read vulnerability (CNVD-2021-36336)

Google TensorFlow is an end-to-end open source machine learning platform. A heap out-of-bounds read vulnerability exists in the Minimum and Maximum operators in Google TensorFlow. No detailed vulnerability details are currently available...

Google TensorFlow integer overflow vulnerability (CNVD-2021-36346)

Google TensorFlow is an end-to-end open source machine learning platform. An integer overflow vulnerability exists in concatentation in Google TensorFlow. No detailed vulnerability details are provided at this time...

Google TensorFlow divide-by-zero error vulnerability (CNVD-2021-36349)

Google TensorFlow is an end-to-end open source machine learning platform. A security vulnerability exists in the hash table lookup in Google TensorFlow. No details of the vulnerability are provided at this time...

Google TensorFlow null pointer dereference vulnerability (CNVD-2021-36337)

Google TensorFlow is an end-to-end open source machine learning platform. A null pointer dereference vulnerability exists in the Reshape operator in Google TensorFlow. No details of the vulnerability are provided at this time...

Google TensorFlow Denial of Service Vulnerability (CNVD-2021-36332)

Google TensorFlow is an end-to-end open source machine learning platform. A security vulnerability exists in pooling in Google TensorFlow. No details of the vulnerability are provided at this time...

Google TensorFlow Heap Out-of-Bounds Read Vulnerability

Google TensorFlow is an end-to-end open source machine learning platform. A heap out-of-bounds read vulnerability exists in the SplitV implementation in Google TensorFlow. No detailed vulnerability details are provided at this time...

CVE-2021-29539 Segfault in tf.raw_ops.ImmutableConst

TensorFlow is an end-to-end open source platform for machine learning. Calling tf.rawops.ImmutableConsthttps://www.tensorflow.org/apidocs/python/tf/rawops/ImmutableConst with a dtype of tf.resource or tf.variant results in a segfault in the implementation as code assumes that the tensor contents...