PT-2021-21805 · Google · Tensorflow

Name of the Vulnerable Software and Affected Versions: TensorFlow version 2.6.0 Description: The strided slice implementation in TFLite has a logic bug which can allow an attacker to trigger an infinite loop. This arises from newly introduced support for ellipsis in axis definition. An attacker c...

Security Bulletin: Multiple TensorFlow Vulnerabilities Affect IBM Watson Machine Learning on CP4D

Summary TensorFlow is vulnerable to a denial of service, caused by a query-of-death flaw when running an LSTM/GRU model on IBM Watson Machine Learning on CP4D Vulnerability Details CVEID: CVE-2020-26270 DESCRIPTION: TensorFlow is vulnerable to a denial of service, caused by a query-of-death flaw...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-48863)

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 can be exploited by an attacker to cause a denial of service by controlling the value of the num segments...

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 Numeric Error Vulnerability (CNVD-2021-48864)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A number error vulnerability exists in Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4, which can be exploited by an attacker to cause a runtime divide-by-zero error and denial of service in...

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 Buffer Overflow Vulnerability (CNVD-2021-48862)

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 2.4.2, 2.3.3, 2.2.3, 2.1.4, which can be exploited by an attacker to trigger undefined behavior via a null pointer bound to...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-48866)

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 can be exploited by an attacker to cause a denial of service via a failure from the implementation of CHECK...

Google TensorFlow code issue vulnerability (CNVD-2021-48860)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A code issue vulnerability exists in Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4, which stems from tf.rawops.SdcaOptimizer triggering undefined behavior due to dereferencing a null pointer. 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...

Google TensorFlow Numeric Error Vulnerability

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4 suffers from a number error vulnerability that can be exploited by an attacker to trigger undefined behavior via a null pointer bound to...

Google TensorFlow code issue vulnerability (CNVD-2021-48859)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A code issue vulnerability exists in Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4, which can be exploited by an attacker to cause dereferencing of null pointers...

Google TensorFlow Input Validation Error Vulnerability (CNVD-2021-48858)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow 2.4.2, 2.3.3, 2.2.3, 2.1.4 suffers from an input validation error vulnerability that can be exploited by an attacker to cause a denial of service...

Google TensorFlow Buffer Overflow Vulnerability (CNVD-2021-48861)

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 2.4.2, 2.3.3, 2.2.3, 2.1.4, which can be exploited by an attacker to cause a read to exceed the bounds of the heap allocation data...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-46659)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in TensorFlow 2.4.2,2.3.3,2.2.3,2.1.4, which stems from the fact that tf.rawops.SparseCountSparseOutput causes a segmentation error to be thrown from the standard...

Google TensorFlow Arbitrary File Overwrite Vulnerability

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow suffers from an arbitrary file overwrite vulnerability, which originates from an issue caused when tf.keras.utils.getfile is used with extract=True, and can be exploited by an...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2021-46658)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in TensorFlow 2.4.2,2.3.3,2.2.3, 2.1.4, which can be exploited by an attacker to trigger a heap buffer overflow in tf.rawops.QuantizedResizeBilinear...

Google TensorFlow code issue vulnerability (CNVD-2021-46656)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A code issue vulnerability exists in TensorFlow 2.4.2,2.3.3,2.2.3,2.1.4, which can be exploited by an attacker to cause a denial of service by exploiting a CHECK failure from the implementation...

Google TensorFlow code issue vulnerability (CNVD-2021-46657)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A code issue vulnerability exists in TensorFlow 2.4.2,2.3.3,2.2.3,2.1.4, which can be exploited by an attacker to cause a denial of service by exploiting a CHECK failure from the implementation...

Google TensorFlow code issue vulnerability (CNVD-2021-46661)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A security vulnerability exists in TensorFlow 2.4.2,2.3.3,2.2.3,2.1.4 that stems from not verifying that a tensor is non-null. No detailed vulnerability details are provided at this time...