Type confusion during tensor casts lead to dereferencing null pointers

Impact Calling TF operations with tensors of non-numeric types when the operations expect numeric tensors result in null pointer dereferences. There are multiple ways to reproduce this, listing a few examples here: python import tensorflow as tf import numpy as np data =...

GHSA-452G-F7FP-9JF7 Type confusion during tensor casts lead to dereferencing null pointers

Impact Calling TF operations with tensors of non-numeric types when the operations expect numeric tensors result in null pointer dereferences. There are multiple ways to reproduce this, listing a few examples here: python import tensorflow as tf import numpy as np data =...

GHSA-4278-2V5V-65R4 Heap buffer overflow in `RaggedBinCount`

Impact If the splits argument of RaggedBincount does not specify a valid SparseTensor, then an attacker can trigger a heap buffer overflow: python import tensorflow as tf tf.rawops.RaggedBincountsplits=0, values=1,1,1,1,1, size=5, weights=1,2,3,4, binaryoutput=False This will cause a read from...

Heap buffer overflow in `RaggedBinCount`

Impact If the splits argument of RaggedBincount does not specify a valid SparseTensor, then an attacker can trigger a heap buffer overflow: python import tensorflow as tf tf.rawops.RaggedBincountsplits=0, values=1,1,1,1,1, size=5, weights=1,2,3,4, binaryoutput=False This will cause a read from...

Google TensorFlow Denial of Service Vulnerability (CNVD-2021-37609)

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. A local attacker can exploit this vulnerability to cause a denial of service...

Google TensorFlow Denial of Service Vulnerability (CNVD-2021-37608)

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. An attacker can exploit this vulnerability to cause a denial of service situation...

Google TensorFlow RaggedBinCount Denial of Service Vulnerability (CNVD-2021-37606)

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 RaggedBinCount, which is caused by a heap out-of-bounds write to "RaggedBinCount". An attacker could exploit this vulnerability to cause a...

Google TensorFlow RaggedBinCount Denial of Service Vulnerability

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 RaggedBinCount. A local attacker could exploit this vulnerability to cause a denial of service...

Google TensorFlow tf.raw_ops.RaggedTensorToVariant Denial of Service Vulnerability

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 tf.rawops.RaggedTensorToVariant. A local attacker can exploit this vulnerability to cause a denial of service...

Google TensorFlow tf.raw_ops.FractionalMaxPoolGraddenial Denial of Service Vulnerability

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 tf.rawops.FractionalMaxPoolGraddenial. A local attacker can exploit this vulnerability to cause a denial of service...

Google TensorFlow Denial of Service Vulnerability (CNVD-2021-37612)

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

Google TensorFlow Denial of Service Vulnerability (CNVD-2021-36563)

Google TensorFlow is an end-to-end open source machine learning platform. A denial of service vulnerability exists in the tf.rawops.AddManySparseToTensorsMap implementation in TensorFlow versions prior to 2.5.0. An attacker could exploit this vulnerability to cause a CHECK-failure denial of servi...

Google TensorFlow tf.raw_ops.Dequantize 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 Google TensorFlow. The vulnerability stems from a lack of validation in tf.rawops.Dequantize. No detailed vulnerability details are provided at this time...

Google TensorFlow divide-by-zero error vulnerability (CNVD-2021-36562)

Google TensorFlow is an end-to-end open source machine learning platform. A divide-by-zero error vulnerability exists in the tf.rawops.Conv3DBackprop implementation in TensorFlow versions prior to 2.5.0. No detailed vulnerability details are provided at this time...

Google TensorFlow Denial of Service Vulnerability (CNVD-2021-37631)

Google TensorFlow is an end-to-end open source machine learning platform. A security vulnerability exists in Google TensorFlow. The vulnerability stems from an FPE runtime error in tf.rawops.SparseMatMul. An attacker can exploit the vulnerability to cause a denial of service...

TensorFlow null pointer dereference vulnerability (CNVD-2021-36568)

Google TensorFlow is an end-to-end open source machine learning platform. A null pointer dereference vulnerability exists in TensorFlow versions prior to 2.5.0. An attacker can exploit this vulnerability to cause a denial of service by providing an invalid permutation to...

Google TensorFlow CTCGreedyDecoder Denial of Service Vulnerability

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

Google TensorFlow RaggedTensorToTensor Denial of Service Vulnerability

Google TensorFlow is an end-to-end open source machine learning platform. A security vulnerability exists in Google TensorFlow RaggedTensorToTensor. An attacker can cause a heap buffer overflow in "tf.raw\u ops.RaggedTensorToTensor"...

TensorFlow divide-by-zero error vulnerability (CNVD-2021-36567)

Google TensorFlow is an end-to-end open source machine learning platform. A divide-by-zero error vulnerability exists in the tf.rawops.QuantizedConv2D implementation in TensorFlow versions prior to 2.5.0. No detailed vulnerability details are provided at this time...

TensorFlow divide-by-zero error vulnerability (CNVD-2021-36564)

Google TensorFlow is an end-to-end open source machine learning platform. A divide-by-zero error vulnerability exists in the tf.rawops.Conv2DBackpropFilter implementation in TensorFlow versions prior to 2.5.0. No detailed vulnerability details are provided at this time...