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We collect writing, advisories, and current-event analysis around AI security, the MCP ecosystem, application security, and real attack chaining here.

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Latest Posts

Advisory AnalysisInfrastructure

Copy Fail CVE-2026-31431: Linux Kernel Local Privilege Escalation

CVE-2026-31431 (Copy Fail) is a local privilege escalation vulnerability in the Linux kernel's algif_aead cryptographic interface. Affects kernels from 4.14 to 6.12.x across Ubuntu, RHEL, Debian, Amazon Linux, and more. Includes a kernel module workaround, container hardening steps, and a patch strategy for Kubernetes nodes and CI runners.

2026-05-17Read
ResearchAI InfrastructureGitHub Advisory Database: CVE-2026-39974

n8n-mcp Authenticated SSRF: Affected Versions, Patch, and Exposure Review (CVE-2026-39974)

CVE-2026-39974 affects n8n-mcp multi-tenant HTTP deployments through authenticated SSRF. Review the affected versions, vendor patch, and exposure response.

2026-04-08Read
Security Advisories

n8n-mcp Authenticated SSRF: Disclosure and Mitigation (CVE-2026-39974)

CVE-2026-39974 affects n8n-mcp multi-tenant HTTP deployments through authenticated SSRF. Review the affected versions, vendor patch, and mitigations.

2026-10-18Read
GuideAppSecOWASP Web Security Testing Guide

The Limitations of WAF: Why Firewalls Alone Can't Prevent Hacks

Your company relies on a pricey WAF (Web Application Firewall) to block threats. But why is a WAF completely blind to logical flaws? Discover how manual...

2026-08-11Read
Cloud Security

Kubernetes (K8s) Penetration Testing Playbook: The Black Box Approach

How do cyber attackers breach your Kubernetes (K8s) clusters from the outside without prior knowledge? An in-depth look into Black Box Kubernetes...

2026-03-31Read
Research

The Overlooked Threat in AI Models: Keras & Pickle File Vulnerabilities

While everyone focuses on prompt injection, the biggest threat lies in the background: AI model files (Keras, Pickle) executing malicious code. Learn...

2026-03-31Read
AppSec

Forgotten Secrets in the Frontend: What Hackers Extract from JavaScript Files

API keys, passwords, and AWS credentials left behind in compiled client-side JavaScript files (React, Vue) are prime targets for cyber attackers. Learn...

2026-03-31Read
Backend Security

The Silent Assassin of Modern APIs: BOLA / IDOR Vulnerabilities and Their Impact

Why does the undisputed leader of the OWASP API Top 10, Broken Object Level Authorization (BOLA/IDOR), constantly evade WAF and DAST scanners? Defending...

2026-04-27Read
Security Advisories

ERESUS-ADV-2026-002: Server-Side Request Forgery (SSRF) via Cloud Metadata Endpoints

Analysis of widespread SSRF vulnerabilities in cloud environments (AWS, GCP, Azure) exposing critical metadata endpoints and credentials.

2026-03-28Read