Lumos System Can Find Hidden Cameras and IoT Devices in Your Airbnb or Hotel Room

A group of academics has devised a system that can be used on a phone or a laptop to identify and locate Wi-Fi-connected hidden IoT devices in unfamiliar physical spaces. With hidden cameras being increasingly used to snoop on individuals in hotel rooms and Airbnbs, the goal is to be able to...

DroidDetective - A Machine Learning Malware Analysis Framework For Android Apps

A machine learning malware analysis framework for Android apps. DroidDetective is a Python tool for analysing Android applications APKs for potential malware related behaviour and configurations. When provided with a path to an application APK file Droid Detective will make a prediction using it'...

Ops CLI Deserialization of Untrusted Data vulnerability

Ops CLI version 2.0.4 and earlier is affected by a Deserialization of Untrusted Data vulnerability to achieve arbitrary code execution when the checkoutrepo function is called on a maliciously crafted file. An attacker can leverage this to execute arbitrary code on the victim machine...

CVE-2021-3717

A flaw was found in Wildfly. An incorrect JBOSSLOCALUSER challenge location when using the elytron configuration may lead to JBOSSLOCALUSER access to all users on the machine. The highest threat from this vulnerability is to confidentiality, integrity, and availability. This flaw affects...

GHSA-C7W7-9C85-4QXV OpenStack Nova Live migration fails to update persistent domain XML

An issue was discovered in Guest.migrate in virt/libvirt/guest.py in OpenStack Nova before 19.3.1, 20.x before 20.3.1, and 21.0.0. By performing a soft reboot of an instance that has previously undergone live migration, a user may gain access to destination host devices that share the same paths ...

OpenStack Nova Live migration fails to update persistent domain XML

An issue was discovered in Guest.migrate in virt/libvirt/guest.py in OpenStack Nova before 19.3.1, 20.x before 20.3.1, and 21.0.0. By performing a soft reboot of an instance that has previously undergone live migration, a user may gain access to destination host devices that share the same paths ...

Dolibarr ERP and CRM Code Injection

Dolibarr ERP/CRM 9.0.1 provides a module named website that provides for creation of public websites with a WYSIWYG editor. It was identified that the editor also allowed inclusion of dynamic code, which can lead to code execution on the host machine. An attacker has to check a setting on the sam...

How to Develop Machine Learning Skills for Every Employee in Your Company

Everyone loves Artificial Intelligence AI and Data Science DS, and it’s probably not going to change for the next decade or so. Even so, most people only have the general idea what data science is and what machine learning or AI algorithms can do. This is quite normal and a common phenomenon for...

Google TensorFlow Denial of Service Vulnerability (CNVD-2022-44170)

Google TensorFlow, an end-to-end open source platform for machine learning from Google, Inc. is vulnerable in versions prior to 2.9.0, 2.8.1, 2.7.2, and 2.6.4 due to a vulnerability in tf.rawops. UnsortedSegmentJoin has incomplete validation of the input parameters. An attacker could use this...

Google TensorFlow has an unspecified vulnerability

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A security vulnerability exists in Google TensorFlow versions prior to 2.9.0, 2.8.1, 2.7.2, and 2.6.4, which stems from an invalid resource handle provided to the application when , multiple tensorflow...

Google TensorFlow Input Validation Error Vulnerability (CVE-2022-29192)

Google TensorFlow, an end-to-end open source platform for machine learning from Google, Inc. is vulnerable to an input validation error in versions prior to 2.9.0, 2.8.1, 2.7.2, and 2.6.4, which originates in tf.rawops QuantizeAndDequantizeV4Grad does not fully validate the input parameters and c...

Google TensorFlow Denial of Service Vulnerability (CNVD-2022-44165)

Google TensorFlow is an end-to-end open source platform for machine learning from Google, Inc. A security vulnerability exists in Google TensorFlow versions prior to 2.9.0, 2.8.1, 2.7.2, and 2.6.4, which stems from an application calling a tf .compat.v1. operation. An attacker could exploit this...

Google TensorFlow code issue vulnerability (CNVD-2022-44164)

Google TensorFlow, an end-to-end open source platform for machine learning from Google, Inc. is vulnerable to a code issue in versions prior to 2.9.0, 2.8.1, 2.7.2, and 2.6.4, which stems from tf.rawops. SparseTensorDenseAdd has incomplete validation for the input parameters. No detailed...

Google TensorFlow Code Injection Vulnerability

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. A code injection vulnerability exists in TensorFlow versions prior to 2.9.0, prior to 2.8.1, prior to 2.7.2, and prior to 2.6.4, with no detailed vulnerability details provided at this time...

Google TensorFlow Input Validation Error Vulnerability (CNVD-2022-44174)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. An input validation error vulnerability exists in TensorFlow versions prior to 2.9.0, 2.8.1, 2.7.2, and 2.6.4, which stems from the fact that tf.rawops.SparseTensorToCSRSparseMatrix does not ful...

Google TensorFlow Input Validation Error Vulnerability (CNVD-2022-44209)

Google TensorFlow is a suite of end-to-end open source platforms for machine learning from Google USA. An input validation error vulnerability exists in Google TensorFlow versions prior to 2.9.0, prior to 2.8.1, prior to 2.7.2, and prior to 2.6.4, which stems from the presence of a non-numeric...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2022-44211)

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 prior to 2.9.0, prior to 2.8.1, prior to 2.7.2, and prior to 2.6.4, which stems from incorrect logic when comparing sizet when writi...

Google TensorFlow suffers from an unspecified vulnerability (CNVD-2022-44210)

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 version 2.8.0, which stems from the TensorKey hash function using the very poorly implemented constant hash function AllocatedBytes for total...

CVE-2022-29213

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, 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. Versions 2.9.0, 2.8.1, 2.7.2,...

CVE-2022-29212

TensorFlow is an open source platform for machine learning. Prior to versions 2.9.0, 2.8.1, 2.7.2, and 2.6.4, 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 b...