BIT-TENSORFLOW-2023-25663 TensorFlow has Null Pointer Error in TensorArrayConcatV2

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, when ctx-stepcontainter is a null ptr, the Lookup function will be executed with a null pointer. A fix is included in TensorFlow 2.12.0 and 2.11.1...

BIT-TENSORFLOW-2023-25664 TensorFlow vulnerable to Heap Buffer Overflow in AvgPoolGrad

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, there is a heap buffer overflow in TAvgPoolGrad. A fix is included in TensorFlow 2.12.0 and 2.11.1...

BIT-TENSORFLOW-2023-25665 TensorFlow has Null Pointer Error in SparseSparseMaximum

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, when SparseSparseMaximum is given invalid sparse tensors as inputs, it can give a null pointer error. A fix is included in TensorFlow version 2.12 and version 2.11.1...

BIT-TENSORFLOW-2023-25666 TensorFlow has Floating Point Exception in AudioSpectrogram

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, there is a floating point exception in AudioSpectrogram. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

BIT-TENSORFLOW-2023-25667 TensorFlow vulnerable to segfault when opening multiframe gif

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, integer overflow occurs when 2^31 = numframes height width channels 2^32, for example Full HD screencast of at least 346 frames. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

BIT-TENSORFLOW-2023-25668 TensorFlow vulnerable to heap out-of-buffer read in the QuantizeAndDequantize operation

TensorFlow is an open source platform for machine learning. Attackers using Tensorflow prior to 2.12.0 or 2.11.1 can access heap memory which is not in the control of user, leading to a crash or remote code execution. The fix will be included in TensorFlow version 2.12.0 and will also cherrypick...

BIT-TENSORFLOW-2023-25669 TensorFlow has Floating Point Exception in AvgPoolGrad with XLA

TensorFlow is an open source platform for machine learning. Prior to versions 2.12.0 and 2.11.1, if the stride and window size are not positive for tf.rawops.AvgPoolGrad, it can give a floating point exception. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

BIT-TENSORFLOW-2023-25670 TensorFlow has Null Pointer Error in QuantizedMatMulWithBiasAndDequantize

TensorFlow is an open source platform for machine learning. Versions prior to 2.12.0 and 2.11.1 have a null point error in QuantizedMatMulWithBiasAndDequantize with MKL enabled. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

BIT-TENSORFLOW-2023-25671 TensorFlow has segmentation fault in tfg-translate

TensorFlow is an open source platform for machine learning. There is out-of-bounds access due to mismatched integer type sizes. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

BIT-TENSORFLOW-2023-25672 TensorFlow has Null Pointer Error in LookupTableImportV2

TensorFlow is an open source platform for machine learning. The function tf.rawops.LookupTableImportV2 cannot handle scalars in the values parameter and gives an NPE. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

BIT-TENSORFLOW-2023-25673 TensorFlow has Floating Point Exception in TensorListSplit with XLA

TensorFlow is an open source platform for machine learning. Versions prior to 2.12.0 and 2.11.1 have a Floating Point Exception in TensorListSplit with XLA. A fix is included in TensorFlow version 2.12.0 and version 2.11.1...

BIT-TENSORFLOW-2023-25674 TensorFlow has Null Pointer Error in RandomShuffle with XLA enable

TensorFlow is an open source machine learning platform. Versions prior to 2.12.0 and 2.11.1 have a null pointer error in RandomShuffle with XLA enabled. A fix is included in TensorFlow 2.12.0 and 2.11.1...

BIT-TENSORFLOW-2023-25675 TensorFlow has Segfault in Bincount with XLA

TensorFlow is an open source machine learning platform. When running versions prior to 2.12.0 and 2.11.1 with XLA, tf.rawops.Bincount segfaults when given a parameter weights that is neither the same shape as parameter arr nor a length-0 tensor. A fix is included in TensorFlow 2.12.0 and 2.11.1...

BIT-TENSORFLOW-2023-25676 TensorFlow has null dereference on ParallelConcat with XLA

TensorFlow is an open source machine learning platform. When running versions prior to 2.12.0 and 2.11.1 with XLA, tf.rawops.ParallelConcat segfaults with a nullptr dereference when given a parameter shape with rank that is not greater than zero. A fix is available in TensorFlow 2.12.0 and 2.11.1...

BIT-TENSORFLOW-2023-25801 TensorFlow has double free in Fractional(Max/Avg)Pool

TensorFlow is an open source machine learning platform. Prior to versions 2.12.0 and 2.11.1, nnops.fractionalavgpoolv2 and nnops.fractionalmaxpoolv2 require the first and fourth elements of their parameter poolingratio to be equal to 1.0, as pooling on batch and channel dimensions is not supporte...

Security Bulletin: Multiple vulnerabilities in IBM Business Automation Workflow Machine Learning Server are addressed with 23.0.2-IF001

Summary In addition to updates to operating system level packages, IBM Business Automation Workflow Machine Learning Server 23.0.2-IF001 addresses the following vulnerabilities. Vulnerability Details CVEID:CVE-2023-43804 DESCRIPTION: urllib3 could allow a remote authenticated attacker to obtain...

TemporAI Code Issue Vulnerability

TemporAI is a machine learning-centered medical time series library open-sourced by vanderSchaar LAB. A code issue vulnerability exists in vanderSchaar LAB TemporAI version 0.0.3, which stems from an incorrect operation that can lead to deserialization...

The vulnerability of the software for working with Azure Machine Learning algorithms lies in the lack of protection for service data, which allows a malicious actor to gain unauthorized access to the device.

The vulnerability of the software for working with Azure Machine Learning algorithms is related to the lack of protection for operational data. Exploiting this vulnerability can allow an attacker to gain unauthorized access to the device...

Rapid7’s Data-Centric Approach to AI in Belfast

Authored by Stuart Millar and Ryan Wilson. Rapid7 has expanded significantly in Belfast since establishing a presence back in 2014, resulting in the company's largest R&D hub outside the US with over 350 people spread across eight floors in our Chichester Street office. There is a wide range of...

PYSEC-2023-249

Gradio is an open-source Python package that allows you to quickly build a demo or web application for your machine learning model, API, or any arbitary Python function. Versions of gradio prior to 4.11.0 contained a vulnerability in the /file route which made them susceptible to file traversal...