Microsoft recognized as a Leader in The Forrester Wave™: Data Security Platforms, Q1 2023

Organizations need to protect their sensitive data including intellectual property, trade secrets, customer data, and personally identifiable information from both insiders and external cyber attackers. In fact, 80 percent of organizations experience more than one data breach in their lifetime.1...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41908)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41908 advisory. - TensorFlow is an open source platform for machine learning. An input token that is not a UTF-8 bytestrin...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41886)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41886 advisory. - TensorFlow is an open source platform for machine learning. When tf.rawops.ImageProjectiveTransformV2 is...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41911)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41911 advisory. - TensorFlow is an open source platform for machine learning. When printing a tensor, we get it's data as ...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41901)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41901 advisory. - TensorFlow is an open source platform for machine learning. An input sparsematrix that is not a matrix...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41898)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41898 advisory. - TensorFlow is an open source platform for machine learning. If SparseFillEmptyRowsGrad is given empty...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41899)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41899 advisory. - TensorFlow is an open source platform for machine learning. Inputs densefeatures or examplestatedata not...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41909)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41909 advisory. - TensorFlow is an open source platform for machine learning. An input encoded that is not a valid...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41895)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41895 advisory. - TensorFlow is an open source platform for machine learning. If MirrorPadGrad is given outsize input...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41884)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41884 advisory. - TensorFlow is an open source platform for machine learning. If a numpy array is created with a shape suc...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41888)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41888 advisory. - TensorFlow is an open source platform for machine learning. When running on GPU,...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41907)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41907 advisory. - TensorFlow is an open source platform for machine learning. When tf.rawops.ResizeNearestNeighborGrad is...

CBL Mariner 2.0 Security Update: tensorflow (CVE-2022-41890)

The version of tensorflow installed on the remote CBL Mariner 2.0 host is prior to tested version. It is, therefore, affected by a vulnerability as referenced in the CVE-2022-41890 advisory. - TensorFlow is an open source platform for machine learning. If BCast::ToShape is given input larger than...

Security Bulletin: Multiple Vulnerabilities in Json4j Affects Watson Machine Learning Accelerator

Summary Watson Machine Learning Accelerator is affected by multiple json4j CVEs CVE-2022-23529, CVE-2022-23539, CVE-2022-23540, CVE-2022-23541, CVE-2022-45690, CVE-2022-46175, CVE-2022-4742. We fixed by removing json4j. Vulnerability Details Refer to the security bulletins listed in the...

New research, tooling, and partnerships for more secure AI and machine learning

Today we’re on the verge of a monumental shift in the technology landscape that will forever change the security community. AI and machine learning may embody the most consequential technology advances of our lifetime, bringing huge opportunities to build, discover, and create a better world. Bra...

Side-Channel Attack against CRYSTALS-Kyber

CRYSTALS-Kyber is one of the public-key algorithms currently recommended by NIST as part of its post-quantum cryptography standardization process. Researchers have just published a side-channel attack--using power consumption--against an implementation of the algorithm that was supposed to be...

Putting Undetectable Backdoors in Machine Learning Models

This is really interesting research from a few months ago: Abstract: Given the computational cost and technical expertise required to train machine learning models, users may delegate the task of learning to a service provider. Delegation of learning has clear benefits, and at the same time raise...

Microsoft Azure Machine Learning Service Cleartext Storage of Credentials Information Disclosure Vulnerability

This vulnerability allows remote attackers to disclose sensitive information on Microsoft Azure. Authentication is required to exploit this vulnerability. The specific flaw exists within the handling of credentials within Azure Machine Learning Service workbooks. The issue results from storing...

Hardcoded credentials

Gradio is an open-source Python library to build machine learning and data science demos and web applications. Versions prior to 3.13.1 contain Use of Hard-coded Credentials. When using Gradio's share links i.e. creating a Gradio app and then setting share=True, a private SSH key is sent to any...

CVE-2023-25823 Gradio contains Use of Hard-coded Credentials

Gradio is an open-source Python library to build machine learning and data science demos and web applications. Versions prior to 3.13.1 contain Use of Hard-coded Credentials. When using Gradio's share links i.e. creating a Gradio app and then setting share=True, a private SSH key is sent to any...