CVE-2020-25459

An issue was discovered in function synctree in heterodecisiontreeguest.py in WeBank FATE Federated AI Technology Enabler 0.1 through 1.4.2 allows attackers to read sensitive information during the training process of machine learning joint modeling...

Design/Logic Flaw

An issue was discovered in function synctree in heterodecisiontreeguest.py in WeBank FATE Federated AI Technology Enabler 0.1 through 1.4.2 allows attackers to read sensitive information during the training process of machine learning joint modeling...

CVE-2020-25459

CVE-2020-25459 affects WeBank FATE (Federated AI Technology Enabler) versions 0.1–1.4.2, via the function sync_tree in hetero_decision_tree_guest.py, allowing an attacker to read sensitive information during training. Connected advisories corroborate the issue and note patches in affected project...

Attacking the Performance of Machine Learning Systems

Interesting research: "Sponge Examples: Energy-Latency Attacks on Neural Networks": Abstract: The high energy costs of neural network training and inference led to the use of acceleration hardware such as GPUs and TPUs. While such devices enable us to train large-scale neural networks in...

PacketStreamer - Distributed Tcpdump For Cloud Native Environments

Deepfence PacketStreamer is a high-performance remote packet capture and collection tool. It is used by Deepfence's ThreatStryker security observability platform to gather network traffic on demand from cloud workloads for forensic analysis. Primary design goals: Stay light, capture and stream, n...

Idea LMS SQL注入漏洞

Idea LMS is a CMS. A SQL injection vulnerability exists in Idea LMS version 2022, which can be exploited by an attacker to execute illegal SQL commands to steal sensitive database data...

NVIDIA DGX 输入验证错误漏洞

NVIDIA DGX is a high-performance workstation for deep learning applications from NVIDIA. An input validation error vulnerability exists in NVIDIA DGX A100, which stems from incorrect validation of the SBIOS array index in IpSecDxe. An attacker could exploit this vulnerability to execute arbitrary...

NVIDIA DGX 缓冲区错误漏洞

NVIDIA DGX is a high-performance workstation for deep learning applications from NVIDIA. The NVIDIA DGX A100 suffers from a buffer error vulnerability that originates from accessing an uninitialized pointer to SBIOS in Ofbd. An attacker could exploit this vulnerability to execute arbitrary code o...

Security Bulletin: Watson Machine Learning Accelerator is affected but not classified as vulnerable by a remote code execution in Spring Framework (CVE-2022-22965)

Summary Watson Machine Learning Accelerator is affected but not classified as vulnerable to a remote code execution in Spring Framework CVE-2022-22965 as it does not meet all of the following criteria: 1. JDK 9 or higher, 2. Apache Tomcat as the Servlet container, 3. Packaged as WAR in contrast t...

The Forecast Is Flipped: Flipping L&D Enables Managers to Be Impact Multipliers

At Rapid7, we recognize that managers are at the heart of our mission and are central to optimizing the potential of our people. So naturally, focusing on the growth and development of our manager population became critical to productivity, engagement, retention, and creating strong teams, as wel...

[SECURITY] Fedora 35 Update: moodle-3.11.7-1.fc35

Moodle is a course management system CMS - a free, Open Source software package designed using sound pedagogical principles, to help educators create effective online learning communities...

[SECURITY] Fedora 36 Update: moodle-3.11.7-1.fc36

Moodle is a course management system CMS - a free, Open Source software package designed using sound pedagogical principles, to help educators create effective online learning communities...

[SECURITY] Fedora 34 Update: moodle-3.11.7-1.fc34

Moodle is a course management system CMS - a free, Open Source software package designed using sound pedagogical principles, to help educators create effective online learning communities...

Moodle Information Disclosure Vulnerability (CNVD-2022-54951)

Moodle is a free, open source e-learning software platform, also known as a course management system, learning management system or virtual learning environment. moodle suffers from an information disclosure vulnerability that can be exploited by attackers to gain unauthorized access to sensitive...

Creativeitem Academy-LMS Cross-Site Scripting Vulnerability

Creativeitem Academy-LMS, an online learning platform from Creativeitem, Inc. A cross-site scripting vulnerability exists in Creativeitem Academy-LMS v4.3, which stems from a lack of data validation filtering of user-supplied data and output in the SEO panel. An attacker could exploit this...

Managed detection and response in 2021

Kaspersky Managed Detection and Response MDR helps organizations to complement existing detection capabilities or to expand limited in-house resources to protect their infrastructure from the growing number and complexity of threats in real time. We collect telemetry from clients networks and...

Manipulating Machine-Learning Systems through the Order of the Training Data

Yet another adversarial ML attack: Most deep neural networks are trained by stochastic gradient descent. Now “stochastic” is a fancy Greek word for “random”; it means that the training data are fed into the model in random order. So what happens if the bad guys can cause the order to be not rando...

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'...

GHSA-MCPW-CP35-P3H8 OpenStack os-vif Ageing time of 0 disables linuxbridge MAC learning

In OpenStack os-vif 1.15.x before 1.15.2, and 1.16.0, a hard-coded MAC aging time of 0 disables MAC learning in linuxbridge, forcing obligatory Ethernet flooding of non-local destinations, which both impedes network performance and allows users to possibly view the content of packets for instance...