Distributed Edge Inference Changes Everything

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SUSE-SU-2025:4149-1 Security update for the Linux Kernel

The SUSE Linux Enterprise 15 SP5 RT kernel was updated to fix various security issues The following security issues were fixed: - CVE-2022-50327: ACPI: processor: idle: Check acpifetchacpidev return value bsc1249859. - CVE-2022-50334: hugetlbfs: fix null-ptr-deref in hugetlbfsparseparam bsc124985...

Hiding in the AI Traffic: Abusing MCP for LLM-Powered Agentic Red Teaming

Generative AI is reshaping offensive cybersecurity by enabling autonomous red team agents that can plan, execute, and adapt during penetration tests. However, existing approaches face trade-offs between generality and specialization, and practical deployments reveal challenges such as...

Scalable Hierarchical AI-Blockchain Framework for Real-Time Anomaly Detection in Large-Scale Autonomous Vehicle Networks

The security of autonomous vehicle networks is facing major challenges, owing to the complexity of sensor integration, real-time performance demands, and distributed communication protocols that expose vast attack surfaces around both individual and network-wide safety. Existing security schemes...

NVIDIA Megatron-LM 代码注入漏洞

NVIDIA Megatron-LM is a PyTorch-based distributed training framework from NVIDIA that is specifically designed for training large Transformer language models. NVIDIA Megatron-LM suffers from a code injection vulnerability that stems from scripts improperly handling malicious data, which could lea...

Unity Linux 20.1070a Security Update: kernel (UTSA-2025-988852)

The Unity Linux 20 host has a package installed that is affected by a vulnerability as referenced in the UTSA-2025-988852 advisory. In the Linux kernel, the following vulnerability has been resolved: net: dsa: felix: don't use devres for mdiobus As explained in commits: 74b6d7d13307 net: dsa:...

Federated Cyber Defense: Privacy-Preserving Ransomware Detection across Distributed Systems

Detecting malware, especially ransomware, is essential to securing today's interconnected ecosystems, including cloud storage, enterprise file-sharing, and database services. Training high-performing artificial intelligence AI detectors requires diverse datasets, which are often distributed acros...

NextChat 安全漏洞

NextChat is a NextChat open source project for rapid deployment of private ChatGPT web applications. A security vulnerability exists in NextChat 2.16.0 and earlier versions, which stems from a WebDAV proxy failing to normalize or reject point path segments in its wildcard routes, which could lead...

CVE-2025-39663

Cross-Site Scripting XSS vulnerability in Checkmk's distributed monitoring allows a compromised remote site to inject malicious HTML code into service outputs in the central site. Affecting Checkmk before 2.4.0p14, 2.3.0p39, 2.2.0 and 2.1.0 eol...

cifs: parse_dfs_referrals: prevent oob on malformed input

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EUVD-2025-36997

Cross-Site Scripting XSS vulnerability in Checkmk's distributed monitoring allows a compromised remote site to inject malicious HTML code into service outputs in the central site. Affecting Checkmk before 2.4.0p14, 2.3.0p39, 2.2.0 and 2.1.0 eol...

CVE-2025-39663

CVE-2025-39663: XSS in Checkmk’s distributed monitoring allows a compromised remote site to inject malicious HTML into service outputs at the central site. Affected versions: Checkmk older than 2.4.0p14, 2.3.0p39, 2.2.0, and 2.1.0 (eol). Root cause: cross-site scripting via trusted/compromised re...

PT-2025-44396

Name of the Vulnerable Software and Affected Versions Checkmk versions prior to 2.4.0p14 Checkmk versions prior to 2.3.0p39 Checkmk versions 2.2.0 Checkmk version 2.1.0 Description A Cross-Site Scripting XSS issue exists in Checkmk's distributed monitoring functionality. A compromised remote site...

Linux kernel 安全漏洞

Linux kernel is the kernel used by Linux, the open source operating system of the Linux Foundation in the United States. A security vulnerability exists in Linux kernel that stems from not properly handling DFS referral responses, which could lead to out-of-bounds access...

Ubuntu 22.04 LTS / 24.04 LTS : Linux kernel vulnerabilities (USN-7835-1)

The remote Ubuntu 22.04 LTS / 24.04 LTS host has a package installed that is affected by multiple vulnerabilities as referenced in the USN-7835-1 advisory. Several security issues were discovered in the Linux kernel. An attacker could possibly use these to compromise the system. This update...

USN-7835-3: Linux kernel vulnerabilities

Several security issues were discovered in the Linux kernel. An attacker could possibly use these to compromise the system. This update corrects flaws in the following subsystems: - ARM64 architecture; - PowerPC architecture; - x86 architecture; - ACPI drivers; - Ublk userspace block driver; -...

USN-7835-2: Linux kernel (Real-time) vulnerabilities

Several security issues were discovered in the Linux kernel. An attacker could possibly use these to compromise the system. This update corrects flaws in the following subsystems: - ARM64 architecture; - PowerPC architecture; - x86 architecture; - ACPI drivers; - Ublk userspace block driver; -...

Rockwell Automation ArmorStart AOP Denial of Service Vulnerability

Rockwell Automation ArmorStart AOP is a distributed motor controller from Rockwell Automation. The Rockwell Automation ArmorStart AOP suffers from a denial of service vulnerability that originates from entering an invalid value into a COM method, which can be exploited by an attacker to cause a...

Towards a Blockchain-Based CI/CD Framework to Enhance Security in Cloud Environments

Security is becoming a pivotal point in cloud platforms. Several divisions, such as business organisations, health care, government, etc., have experienced cyber-attacks on their infrastructures. This research focuses on security issues within Continuous Integration and Deployment CI/CD pipelines...

CVE-2018-25117

CVE-2018-25117 concerns VestaCP Debian Installer maldocs. From 2018-05-31 to 2018-06-13, the installer was tainted with embedded malicious code causing a supply-chain compromise. New installations from compromised installers since May 2018 installed Linux/ChachaDDoS, a multi-stage DDoS bot that u...