ZERO-APT: A Closed-Loop Adversarial Framework for LLM-Driven Automated Penetration Testing under Intelligent Defense

LLM-driven automated penetration testing agents are typically evaluated against static targets that neither detect nor respond to attacks, so their behavior under intelligent defense remains untested. The causal consistency of multi-step attack chains likewise hinges on unstable LLM reasoning, an...

Astra Linux – Vulnerability found in Linux 5.15, Linux 5.10

In the Linux kernel, the following vulnerability has been resolved: remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree function should be called when ofirqgetbyname fails or devmrequestthreadedirq fails in qcomaddsysmonsubdev. Otherwise, a memory leak will occur; therefore, addi...

Unity Linux 20.1060a / 20.1070a Security Update: kernel (UTSA-2026-013621)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-013621 advisory. In the Linux kernel, the following vulnerability has been resolved: remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree should be called when...

Unity Linux 20.1060e / 20.1070e Security Update: kernel (UTSA-2026-010876)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2026-010876 advisory. In the Linux kernel, the following vulnerability has been resolved: remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree should be called when...

Linux Distros Unpatched Vulnerability : CVE-2022-50836

The Linux/Unix host has one or more packages installed that are impacted by a vulnerability without a vendor supplied patch available. - remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree should be called when ofirqgetbyname fails or devmrequestthreadedirq fails in...

SUSE CVE-2022-50836

In the Linux kernel, the following vulnerability has been resolved: remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree should be called when ofirqgetbyname fails or devmrequestthreadedirq fails in qcomaddsysmonsubdev, otherwise there will be a memory leak, so add kfree to fix it...

EUVD-2022-55862

In the Linux kernel, the following vulnerability has been resolved: remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree should be called when ofirqgetbyname fails or devmrequestthreadedirq fails in qcomaddsysmonsubdev, otherwise there will be a memory leak, so add kfree to fix it...

CVE-2022-50836

In the Linux kernel, the following vulnerability has been resolved: remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree should be called when ofirqgetbyname fails or devmrequestthreadedirq fails in qcomaddsysmonsubdev, otherwise there will be a memory leak, so add kfree to fix it...

CVE-2022-50836

In the Linux kernel, the following vulnerability has been resolved: remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree should be called when ofirqgetbyname fails or devmrequestthreadedirq fails in qcomaddsysmonsubdev, otherwise there will be a memory leak, so add kfree to fix it...

UBUNTU-CVE-2022-50836

In the Linux kernel, the following vulnerability has been resolved: remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree should be called when ofirqgetbyname fails or devmrequestthreadedirq fails in qcomaddsysmonsubdev, otherwise there will be a memory leak, so add kfree to fix it...

CVE-2022-50836 remoteproc: sysmon: fix memory leak in qcom_add_sysmon_subdev()

In the Linux kernel, the following vulnerability has been resolved: remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree should be called when ofirqgetbyname fails or devmrequestthreadedirq fails in qcomaddsysmonsubdev, otherwise there will be a memory leak, so add kfree to fix it...

CVE-2022-50836

In the Linux kernel, the following vulnerability has been resolved: remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree should be called when ofirqgetbyname fails or devmrequestthreadedirq fails in qcomaddsysmonsubdev, otherwise there will be a memory leak, so add kfree to fix it...

CVE-2022-50836 remoteproc: sysmon: fix memory leak in qcom_add_sysmon_subdev()

In the Linux kernel, the following vulnerability has been resolved: remoteproc: sysmon: fix memory leak in qcomaddsysmonsubdev The kfree should be called when ofirqgetbyname fails or devmrequestthreadedirq fails in qcomaddsysmonsubdev, otherwise there will be a memory leak, so add kfree to fix it...

CVE-2022-50836

The CVE-2022-50836 issue in the Linux kernel’s remoteproc: sysmon subsystem (qcom_add_sysmon_subdev) caused a memory leak. Root cause: kfree() was not invoked when of_irq_get_byname() or devm_request_threaded_irq() failed, leading to leaked memory. The fix adds a kfree() path to ensure proper cle...

PT-2025-53954

Name of the Vulnerable Software and Affected Versions Linux kernel affected versions not specified Description A memory leak exists in the qcom add sysmon subdev function within the remoteproc sysmon component. The function fails to free allocated memory when of irq get byname or devm request...

EUVD-2022-47638

Malicious code in bioql PyPI...

EUVD-2022-32668

Malicious code in bioql PyPI...

EUVD-2022-44363

Malicious code in bioql PyPI...

Detecting Windows-based Malware Through Better Visibility

Despite a plethora of available security solutions, more and more organizations fall victim to Ransomware and other threats. These continued threats aren't just an inconvenience that hurt businesses and end users - they damage the economy, endanger lives, destroy businesses and put national...

Azure Serial Console Attack and Defense - Part 2

This is the second installment of the Azure Serial Console blog, which provides insights to improve defenders’ preparedness when investigating Azure Serial Console activity on Azure Linux virtual machines. While the first blog post discussed various tracing activities, such as using Azure activit...