Denial Of Service (DoS)

tensorflow is vulnerable to denial of service. An attacker can crash the application through the shape inference code for tf.ragged.cross due to a read outside of bounds of the heap-allocated array...

Arbitrary Memory Read

tensorflow is vulnerable to Arbitrary Memory Read. The vulnerability exists because the tstring class has a special case for memory mapped strings and the ImmutableConst operation does not offer any support for this datatype, allowing an attacker to read the arbitrary memory and it's leads to...

Google TensorFlow Resource Management Error Vulnerability (CNVD-2021-92552)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A resource management error vulnerability exists in Google TensorFlow due to a memory leak and post-release usage issue in the asynchronous implementation of CollectiveReduceV2. This occurs due to...

Google TensorFlow has an unspecified vulnerability (CNVD-2021-92550)

Google TensorFlow is an end-to-end open source platform for machine learning from Google Google, Inc. A security vulnerability exists in versions prior to Google TensorFlow 2.7.0, which stems from an overflow problem in TensorFlow when calculating the output size in the tf.range kernel. No detail...

Google TensorFlow buffer overflow vulnerability (CNVD-2021-87034)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, U.S. A buffer overflow vulnerability exists in Google TensorFlow, which stems from the fact that the ImmutableConst operation can be tricked into reading arbitrary memory content. This is because the...

Google TensorFlow OS command injection vulnerability

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. An operating system command injection vulnerability exists in Google TensorFlow, which stems from the fact that the savedmodelcli tool is vulnerable to code injection because it calls eval on a...

Google TensorFlow has an unspecified vulnerability (CNVD-2021-92554)

A security vulnerability in Google TensorFlow, an end-to-end open source platform for machine learning from Google, stems from the use of uninitialized variables in the Grappler optimizer. If the trainnodes vector obtained from the saved optimization model does not contain Dequeue nodes, then...

Google TensorFlow Numeric Error Vulnerability (CNVD-2021-88254)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. Google TensorFlow versions prior to 2.7.0 suffer from a numeric error vulnerability that stems from the fact that TensorFlow's ParallelConcat loses some input validation and produces a divide by...

Google TensorFlow has an unspecified vulnerability (CNVD-2021-92553)

Google TensorFlow is an end-to-end open source platform for machine learning from Google. Google TensorFlow has a security vulnerability that stems from an implementation of SplitV that can trigger a segment error, and no details of the vulnerability are currently available...

Google TensorFlow buffer overflow vulnerability (CNVD-2021-87050)

Google TensorFlow is an end-to-end open source platform for machine learning from Google Google. Google TensorFlow is vulnerable to a buffer overflow vulnerability that stems from Transpose's shape inference function being vulnerable to a heap buffer overflow. No details of the vulnerability are...

Google TensorFlow Numeric Error Vulnerability (CNVD-2021-88253)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A numeric error vulnerability exists in Google TensorFlow versions prior to 2.7.0, which stems from the implementation of the convolution operator triggering division by 0 when TensorFlow is...

Google TensorFlow has an unspecified vulnerability (CNVD-2021-92551)

Google TensorFlow is a set of end-to-end open source platform for machine learning from Google Google Inc. A security vulnerability exists in versions prior to Google TensorFlow 2.7.0, which stems from a lack of code validation for boosting trees in TensorFlow. No details of the vulnerability are...

Google TensorFlow buffer overflow vulnerability (CNVD-2021-87033)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A buffer overflow vulnerability exists in Google TensorFlow, which stems from the fact that shape inference code for Cudnn operations can be tricked into accessing invalid memory via a heap buffer...

Google TensorFlow numeric error vulnerability (CNVD-2021-88715)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A numeric error vulnerability exists in versions of Google TensorFlow prior to 2.7.0, which stems from the fact that AllToAll in TensorFlow performs division by zero when inferring code. No details of t...

Google TensorFlow resource management error vulnerability

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A resource management error vulnerability exists in Google TensorFlow, which stems from the fact that when two tf.function-modified Python functions recurse on each other, the code behind the tf.functio...

Denial Of Service (DoS)

tensorflow is vulnerable to denial of service attacks. The vulnerability exists in 'ValidateAndCreateOutput' of 'imageresizerstate.h' due to lack of validation. Large input arguments result in large number of elements in the output tensor causes an overflow resulting an application crash...

Denial Of Service (DoS)

tensorflow is vulnerable to denial of service attacks. The vulnerability exists because 'CopyDataFromTensorSliceToTensorSlice' is not properly validated. An attacker is able to cause a buffer overflow by changing the saved checkpoints from outside the TensorFlow which results in an application...

Unitialized Variable Access

tensorflow is vulnerable to unitialized variable access. Flags inside EinsumHelper::ParseEquation function only changes to true and never assigns false resulting in unitialized variable access if callers assume that the function always sets these flags...

Command Injection

tensorflow is vulnerable to command injection. An attacker can inject and execute malicious commands via the savedmodelcli.py when it calls the eval on user-supplied strings...

Denial Of Service (DoS)

tensorflow is vulnerable to denial of service. The library does not properly implement the tf.math.segment operations, allowing an attacker to crash the application by providing large segmentids...