MA-IDS: Multi-Agent RAG Framework for IoT Network Intrusion Detection with an Experience Library

Network Intrusion Detection Systems NIDS face important limitations. Signature-based methods are effective for known attack patterns, but they struggle to detect zero-day attacks and often miss modified variants of previously known attacks, while many machine learning approaches offer limited...

Django 安全漏洞

Django is a Python-based open-source web framework developed by the Django Foundation. This framework includes an object-oriented mapper, view system, template system, etc. Versions of Django prior to 6.0.4, 5.2.13, and 4.2.30 contained security vulnerabilities. These vulnerabilities stemmed from...

SUSE CVE-2026-33032

Nginx UI is a web user interface for the Nginx web server. In versions 2.3.5 and prior, the nginx-ui MCP Model Context Protocol integration exposes two HTTP endpoints: /mcp and /mcpmessage. While /mcp requires both IP whitelisting and authentication AuthRequired middleware, the /mcpmessage endpoi...

SUSE CVE-2026-33990

Docker Model Runner DMR is software used to manage, run, and deploy AI models using Docker. Prior to version 1.1.25, Docker Model Runner contains an SSRF vulnerability in its OCI registry token exchange flow. When pulling a model, Model Runner follows the realm URL from the registry's...

CVE-2026-5470

A security vulnerability has been detected in mixelpixx Google-Research-MCP 1e062d7bd887bfe5f6e582b6cc288bb897b35cf2/ca613b736ab787bc926932f59cddc69457185a83. This issue affects the function extractContent of the file src/services/content-extractor.service.ts of the component Model Context Protoc...

Why Every Enterprise Needs a Risk Operations Center (ROC)

Enterprise security has long optimized for speed of response over prevention of risk. At Qualys, we recognized early that this left half the problem unsolved, and we have spent years building the operational frameworks to close that gap. The Risk Operations Center is the result. Here is a scenari...

CVE-2026-35173

Chyrp Lite is an ultra-lightweight blogging engine. Prior to 2026.01, an IDOR / Mass Assignment issue exists in the Post model that allows authenticated users with post editing permissions Edit Post, Edit Draft, Edit Own Post, Edit Own Draft to modify posts they do not own and do not have...

CVE-2026-35050

text-generation-webui is an open-source web interface for running Large Language Models. Prior to 4.1.1, users can save extention settings in "py" format and in the app root directory. This allows to overwrite python files, for instance the "download-model.py" file could be overwritten. Then, thi...

Regular Expression without Anchors

Overview Affected versions of this package are vulnerable to Regular Expression without Anchors in the parseModelURL function in Ollama Engine startup probe that allows shell metacharacters like ;, |, $, and backticks. An attacker can execute arbitrary operating system commands by supplying a...

GO-2026-4920 KubeAI: OS Command Injection via Model URL in Ollama Engine startup probe allows arbitrary command execution in model pods in github.com/kubeai-project/kubeai

KubeAI: OS Command Injection via Model URL in Ollama Engine startup probe allows arbitrary command execution in model pods in github.com/kubeai-project/kubeai...

CVE-2026-35173

Summary of CVE-2026-35173 (Chyrp Lite): Before 2026.01, the Post model vulnerable to an IDOR/mass assignment flaw allows authenticated users with post-edit permissions (Edit Post, Edit Draft, Edit Own Post, Edit Own Draft) to modify posts they do not own. Attacker can inject internal class proper...

CVE-2026-35173 Chyrp Lite has an IDOR via Mass Assignment in Post Model

Chyrp Lite is an ultra-lightweight blogging engine. Prior to 2026.01, an IDOR / Mass Assignment issue exists in the Post model that allows authenticated users with post editing permissions Edit Post, Edit Draft, Edit Own Post, Edit Own Draft to modify posts they do not own and do not have...

CVE-2026-35173 Chyrp Lite has an IDOR via Mass Assignment in Post Model

Chyrp Lite is an ultra-lightweight blogging engine. Prior to 2026.01, an IDOR / Mass Assignment issue exists in the Post model that allows authenticated users with post editing permissions Edit Post, Edit Draft, Edit Own Post, Edit Own Draft to modify posts they do not own and do not have...

CVE-2026-35050

text-generation-webui is an open-source web interface for running Large Language Models. Prior to 4.1.1, users can save extention settings in "py" format and in the app root directory. This allows to overwrite python files, for instance the "download-model.py" file could be overwritten. Then, thi...

CVE-2026-35050 text-generation-webui affected by Remote Code Execution (RCE) through Path Traversal at "Session -> Save extention settings to user_data/settings.yaml".

text-generation-webui is an open-source web interface for running Large Language Models. Prior to 4.1.1, users can save extention settings in "py" format and in the app root directory. This allows to overwrite python files, for instance the "download-model.py" file could be overwritten. Then, thi...

EUVD-2026-19408

text-generation-webui is an open-source web interface for running Large Language Models. Prior to 4.1.1, users can save extention settings in "py" format and in the app root directory. This allows to overwrite python files, for instance the "download-model.py" file could be overwritten. Then, thi...

CVE-2026-35035 CI4MS Company Information Public-Facing Page Full Platform Compromise & Full Account Takeover for All Roles & Privilege-Escalation via System Settings Company Information Stored DOM XSS

CI4MS is a CodeIgniter 4-based CMS skeleton that delivers a production-ready, modular architecture with RBAC authorization and theme support. Prior to 0.31.2.0, the application fails to properly sanitize user-controlled input within System Settings – Company Information. Several administrative...

CVE-2026-34940

KubeAI is an AI inference operator for kubernetes. Prior to 0.23.2, the ollamaStartupProbeScript function in internal/modelcontroller/engineollama.go constructs a shell command string using fmt.Sprintf with unsanitized model URL components ref, modelParam. This shell command is executed via bash ...

PYSEC-2026-144

vLLM is an inference and serving engine for large language models LLMs. From 0.7.0 to before 0.19.0, the VideoMediaIO.loadbase64 method at vllm/multimodal/media/video.py splits video/jpeg data URLs by comma to extract individual JPEG frames, but does not enforce a frame count limit. The numframes...

CVE-2026-34940

KubeAI has a OS Command Injection vulnerability in the Ollama Engine startup probe. Before version 0.23.2, the ollamaStartupProbeScript() constructs a shell command via fmt.Sprintf using unsanitized model URL components (ref, modelParam) and runs it with bash -c as a Kubernetes startup probe. An ...